Model: tomaarsen/csr-mxbai-embed-large-v1-nq-no-reconstruction-2
Author: tomaarsen
Pipeline: feature-extraction
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sparse-encoder, sparse, csr, generated_from_trainer, dataset_size:99000, loss:CSRLoss, loss:SparseMultipleNegativesRankingLoss, feature-extraction, en, dataset:sentence-transformers/natural-questions, arxiv:1908.10084, arxiv:2503.01776, arxiv:1705.00652, base_model:mixedbread-ai/mxbai-embed-large-v1, base_model:finetune:mixedbread-ai/mxbai-embed-large-v1, license:apache-2.0, model-index, co2_eq_emissions, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: mixedbread-ai/mxbai-embed-large-v1
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, sparse-encoder, sparse, csr, generated_from_trainer, dataset_size:99000, loss:CSRLoss, loss:SparseMultipleNegativesRankingLoss
base_model: mixedbread-ai/mxbai-embed-large-v1
widget: Saudi Arabia–United Arab Emirates relations However, the UAE and Saudi Arabia continue to take somewhat differing stances on regional conflicts such the Yemeni Civil War, where the UAE opposes Al-Islah, and supports the Southern Movement, which has fought against Saudi-backed forces, and the Syrian Civil War, where the UAE has disagreed with Saudi support for Islamist movements.[4], Economy of New Zealand New Zealand's diverse market economy has a sizable service sector, accounting for 63% of all GDP activity in 2013.[17] Large scale manufacturing industries include aluminium production, food processing, metal fabrication, wood and paper products. Mining, manufacturing, electricity, gas, water, and waste services accounted for 16.5% of GDP in 2013.[17] The primary sector continues to dominate New Zealand's exports, despite accounting for 6.5% of GDP in 2013.[17], who was the first president of indian science congress meeting held in kolkata in 1914, Get Over It (Eagles song) "Get Over It" is a song by the Eagles released as a single after a fourteen-year breakup. It was also the first song written by bandmates Don Henley and Glenn Frey when the band reunited. "Get Over It" was played live for the first time during their Hell Freezes Over tour in 1994. It returned the band to the U.S. Top 40 after a fourteen-year absence, peaking at No. 31 on the Billboard Hot 100 chart. It also hit No. 4 on the Billboard Mainstream Rock Tracks chart. The song was not played live by the Eagles after the "Hell Freezes Over" tour in 1994. It remains the group's last Top 40 hit in the U.S., Cornelius the Centurion Cornelius (Greek: Κορνήλιος) was a Roman centurion who is considered by Christians to be one of the first Gentiles to convert to the faith, as related in Acts of the Apostles.
datasets: sentence-transformers/natural-questions
pipeline_tag: feature-extraction
library_name: sentence-transformers
metrics: dot_accuracy@1, dot_accuracy@3, dot_accuracy@5, dot_accuracy@10, dot_precision@1, dot_precision@3, dot_precision@5, dot_precision@10, dot_recall@1, dot_recall@3, dot_recall@5, dot_recall@10, dot_ndcg@10, dot_mrr@10, dot_map@100, query_active_dims, query_sparsity_ratio, corpus_active_dims, corpus_sparsity_ratio
co2_eq_emissions: emissions: 66.56126466621346
energy_consumed: 0.17123983068318005
source: codecarbon
training_type: fine-tuning
on_cloud: no
cpu_model: 13th Gen Intel(R) Core(TM) i7-13700K
ram_total_size: 31.777088165283203
hours_used: 0.564
hardware_used: 1 x NVIDIA GeForce RTX 3090
model-index: name: Sparse CSR model trained on Natural Questions
results: task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoMSMARCO 8
type: NanoMSMARCO_8
metrics: type: dot_accuracy@1
value: 0.12
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.24
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.28
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.3
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.12
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.07999999999999999
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.056000000000000015
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.030000000000000006
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.12
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.24
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.28
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.3
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.21196909248837792
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.18355555555555556
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.19168473018432397
name: Dot Map@100
verified: no, type: query_active_dims
value: 8
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.998046875
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 8
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.998046875
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-nano-beir
name: Sparse Nano BEIR
dataset: name: NanoBEIR mean 8
type: NanoBEIR_mean_8
metrics: type: dot_accuracy@1
value: 0.12
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.24
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.28
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.3
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.12
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.07999999999999999
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.056000000000000015
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.030000000000000006
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.12
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.24
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.28
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.3
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.21196909248837792
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.18355555555555556
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.19168473018432397
name: Dot Map@100
verified: no, type: query_active_dims
value: 8
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.998046875
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 8
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.998046875
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoMSMARCO 16
type: NanoMSMARCO_16
metrics: type: dot_accuracy@1
value: 0.22
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.34
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.4
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.44
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.22
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.11333333333333333
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.08000000000000002
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.044000000000000004
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.22
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.34
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.4
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.44
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.3259646473373541
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.28955555555555557
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.306813602994791
name: Dot Map@100
verified: no, type: query_active_dims
value: 16
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.99609375
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 16
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.99609375
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-nano-beir
name: Sparse Nano BEIR
dataset: name: NanoBEIR mean 16
type: NanoBEIR_mean_16
metrics: type: dot_accuracy@1
value: 0.22
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.34
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.4
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.44
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.22
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.11333333333333333
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.08000000000000002
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.044000000000000004
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.22
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.34
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.4
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.44
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.3259646473373541
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.28955555555555557
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.306813602994791
name: Dot Map@100
verified: no, type: query_active_dims
value: 16
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.99609375
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 16
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.99609375
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoMSMARCO 32
type: NanoMSMARCO_32
metrics: type: dot_accuracy@1
value: 0.3
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.36
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.4
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.6
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.3
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.11999999999999998
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.08
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.06
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.3
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.36
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.4
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.6
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.4175000854041106
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.36360317460317454
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.37705054554799494
name: Dot Map@100
verified: no, type: query_active_dims
value: 32
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9921875
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 32
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9921875
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-nano-beir
name: Sparse Nano BEIR
dataset: name: NanoBEIR mean 32
type: NanoBEIR_mean_32
metrics: type: dot_accuracy@1
value: 0.3
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.36
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.4
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.6
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.3
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.11999999999999998
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.08
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.06
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.3
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.36
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.4
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.6
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.4175000854041106
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.36360317460317454
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.37705054554799494
name: Dot Map@100
verified: no, type: query_active_dims
value: 32
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9921875
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 32
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9921875
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoMSMARCO 64
type: NanoMSMARCO_64
metrics: type: dot_accuracy@1
value: 0.32
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.48
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.56
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.64
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.32
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.15999999999999998
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.11200000000000002
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.06400000000000002
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.32
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.48
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.56
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.64
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.4747516265872855
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4225
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.43804482701175623
name: Dot Map@100
verified: no, type: query_active_dims
value: 64
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.984375
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 64
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.984375
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-nano-beir
name: Sparse Nano BEIR
dataset: name: NanoBEIR mean 64
type: NanoBEIR_mean_64
metrics: type: dot_accuracy@1
value: 0.32
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.48
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.56
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.64
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.32
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.15999999999999998
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.11200000000000002
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.06400000000000002
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.32
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.48
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.56
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.64
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.4747516265872855
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4225
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.43804482701175623
name: Dot Map@100
verified: no, type: query_active_dims
value: 64
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.984375
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 64
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.984375
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoMSMARCO 128
type: NanoMSMARCO_128
metrics: type: dot_accuracy@1
value: 0.3
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.54
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.64
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.74
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.3
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.18
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.128
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.07400000000000001
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.3
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.54
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.64
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.74
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.5165502329637498
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4448571428571429
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.4609321037436295
name: Dot Map@100
verified: no, type: query_active_dims
value: 128
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.96875
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 128
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.96875
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-nano-beir
name: Sparse Nano BEIR
dataset: name: NanoBEIR mean 128
type: NanoBEIR_mean_128
metrics: type: dot_accuracy@1
value: 0.3
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.54
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.64
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.74
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.3
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.18
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.128
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.07400000000000001
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.3
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.54
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.64
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.74
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.5165502329637498
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4448571428571429
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.4609321037436295
name: Dot Map@100
verified: no, type: query_active_dims
value: 128
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.96875
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 128
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.96875
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoMSMARCO 256
type: NanoMSMARCO_256
metrics: type: dot_accuracy@1
value: 0.34
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.6
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.74
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.84
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.34
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.2
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.14800000000000002
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.08399999999999999
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.34
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.6
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.74
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.84
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.5842381969358662
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5026904761904762
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.5098488479343186
name: Dot Map@100
verified: no, type: query_active_dims
value: 256
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9375
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
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name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9375
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-nano-beir
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dataset: name: NanoBEIR mean 256
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metrics: type: dot_accuracy@1
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verified: no, type: dot_accuracy@3
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verified: no, type: dot_accuracy@5
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verified: no, type: dot_accuracy@10
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name: Dot Accuracy@10
verified: no, type: dot_precision@1
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name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.2
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verified: no, type: dot_precision@5
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name: Dot Precision@5
verified: no, type: dot_precision@10
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name: Dot Precision@10
verified: no, type: dot_recall@1
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name: Dot Recall@1
verified: no, type: dot_recall@3
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name: Dot Recall@3
verified: no, type: dot_recall@5
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verified: no, type: dot_recall@10
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verified: no, type: dot_ndcg@10
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name: Dot Ndcg@10
verified: no, type: dot_mrr@10
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name: Dot Mrr@10
verified: no, type: dot_map@100
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name: Dot Map@100
verified: no, type: query_active_dims
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name: Query Active Dims
verified: no, type: query_sparsity_ratio
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verified: no, type: corpus_active_dims
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name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9375
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoClimateFEVER
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metrics: type: dot_accuracy@1
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verified: no, type: dot_accuracy@3
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name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
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verified: no, type: dot_accuracy@10
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verified: no, type: dot_precision@1
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name: Dot Precision@1
verified: no, type: dot_precision@3
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verified: no, type: dot_precision@5
value: 0.156
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.102
name: Dot Precision@10
verified: no, type: dot_recall@1
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name: Dot Recall@1
verified: no, type: dot_recall@3
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name: Dot Recall@3
verified: no, type: dot_recall@5
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verified: no, type: dot_recall@10
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name: Dot Recall@10
verified: no, type: dot_ndcg@10
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name: Dot Ndcg@10
verified: no, type: dot_mrr@10
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verified: no, type: dot_map@100
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verified: no, type: query_active_dims
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name: Query Active Dims
verified: no, type: query_sparsity_ratio
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verified: no, type: corpus_active_dims
value: 256
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9375
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-information-retrieval
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dataset: name: NanoDBPedia
type: NanoDBPedia
metrics: type: dot_accuracy@1
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verified: no, type: dot_accuracy@3
value: 0.92
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
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verified: no, type: dot_accuracy@10
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verified: no, type: dot_precision@1
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name: Dot Precision@1
verified: no, type: dot_precision@3
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verified: no, type: dot_precision@5
value: 0.6
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.49
name: Dot Precision@10
verified: no, type: dot_recall@1
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name: Dot Recall@1
verified: no, type: dot_recall@3
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verified: no, type: dot_recall@5
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verified: no, type: dot_recall@10
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verified: no, type: dot_ndcg@10
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verified: no, type: dot_mrr@10
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verified: no, type: dot_map@100
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verified: no, type: query_active_dims
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name: Query Active Dims
verified: no, type: query_sparsity_ratio
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name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 256
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9375
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-information-retrieval
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dataset: name: NanoFEVER
type: NanoFEVER
metrics: type: dot_accuracy@1
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verified: no, type: dot_accuracy@3
value: 0.94
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
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verified: no, type: dot_accuracy@10
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verified: no, type: dot_precision@1
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name: Dot Precision@1
verified: no, type: dot_precision@3
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verified: no, type: dot_precision@5
value: 0.19999999999999996
name: Dot Precision@5
verified: no, type: dot_precision@10
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name: Dot Precision@10
verified: no, type: dot_recall@1
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name: Dot Recall@1
verified: no, type: dot_recall@3
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verified: no, type: dot_recall@5
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verified: no, type: dot_recall@10
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verified: no, type: dot_ndcg@10
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verified: no, type: dot_mrr@10
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verified: no, type: dot_map@100
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verified: no, type: query_active_dims
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name: Query Active Dims
verified: no, type: query_sparsity_ratio
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verified: no, type: corpus_active_dims
value: 256
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9375
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoFiQA2018
type: NanoFiQA2018
metrics: type: dot_accuracy@1
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verified: no, type: dot_accuracy@3
value: 0.64
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
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name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
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verified: no, type: dot_precision@1
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verified: no, type: dot_precision@3
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name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.22799999999999998
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.13999999999999999
name: Dot Precision@10
verified: no, type: dot_recall@1
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name: Dot Recall@1
verified: no, type: dot_recall@3
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name: Dot Recall@3
verified: no, type: dot_recall@5
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verified: no, type: dot_recall@10
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verified: no, type: dot_ndcg@10
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verified: no, type: dot_mrr@10
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verified: no, type: dot_map@100
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name: Dot Map@100
verified: no, type: query_active_dims
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name: Query Active Dims
verified: no, type: query_sparsity_ratio
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verified: no, type: corpus_active_dims
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name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9375
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoHotpotQA
type: NanoHotpotQA
metrics: type: dot_accuracy@1
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name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.9
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
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verified: no, type: dot_accuracy@10
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verified: no, type: dot_precision@1
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verified: no, type: dot_precision@3
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verified: no, type: dot_precision@5
value: 0.32799999999999996
name: Dot Precision@5
verified: no, type: dot_precision@10
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name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.39
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.73
name: Dot Recall@3
verified: no, type: dot_recall@5
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verified: no, type: dot_recall@10
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verified: no, type: dot_ndcg@10
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verified: no, type: dot_mrr@10
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verified: no, type: dot_map@100
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verified: no, type: query_active_dims
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name: Query Active Dims
verified: no, type: query_sparsity_ratio
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verified: no, type: corpus_active_dims
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name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9375
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoMSMARCO
type: NanoMSMARCO
metrics: type: dot_accuracy@1
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verified: no, type: dot_accuracy@3
value: 0.64
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
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verified: no, type: dot_accuracy@10
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verified: no, type: dot_precision@1
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name: Dot Precision@1
verified: no, type: dot_precision@3
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name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.15200000000000002
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.078
name: Dot Precision@10
verified: no, type: dot_recall@1
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name: Dot Recall@1
verified: no, type: dot_recall@3
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verified: no, type: dot_recall@5
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verified: no, type: dot_recall@10
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verified: no, type: dot_ndcg@10
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verified: no, type: dot_mrr@10
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verified: no, type: dot_map@100
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verified: no, type: query_active_dims
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name: Query Active Dims
verified: no, type: query_sparsity_ratio
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verified: no, type: corpus_active_dims
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verified: no, type: corpus_sparsity_ratio
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name: Corpus Sparsity Ratio
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoNFCorpus
type: NanoNFCorpus
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verified: no, type: dot_accuracy@3
value: 0.58
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
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verified: no, type: dot_accuracy@10
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verified: no, type: dot_precision@1
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verified: no, type: dot_precision@3
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verified: no, type: dot_precision@5
value: 0.32
name: Dot Precision@5
verified: no, type: dot_precision@10
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name: Dot Precision@10
verified: no, type: dot_recall@1
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verified: no, type: dot_recall@3
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name: Dot Recall@3
verified: no, type: dot_recall@5
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verified: no, type: dot_recall@10
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verified: no, type: dot_ndcg@10
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verified: no, type: dot_mrr@10
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verified: no, type: dot_map@100
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verified: no, type: query_active_dims
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verified: no, type: query_sparsity_ratio
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verified: no, type: corpus_active_dims
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verified: no, type: corpus_sparsity_ratio
value: 0.9375
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoNQ
type: NanoNQ
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verified: no, type: dot_accuracy@3
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verified: no, type: dot_accuracy@5
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verified: no, type: dot_accuracy@10
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verified: no, type: dot_precision@1
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verified: no, type: dot_precision@3
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verified: no, type: dot_precision@5
value: 0.16399999999999998
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verified: no, type: dot_precision@10
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verified: no, type: dot_recall@1
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verified: no, type: dot_recall@3
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verified: no, type: dot_recall@5
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verified: no, type: dot_recall@10
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verified: no, type: dot_ndcg@10
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verified: no, type: dot_map@100
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verified: no, type: query_active_dims
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verified: no, type: query_sparsity_ratio
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verified: no, type: corpus_active_dims
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verified: no, type: corpus_sparsity_ratio
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name: Corpus Sparsity Ratio
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoQuoraRetrieval
type: NanoQuoraRetrieval
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verified: no, type: dot_accuracy@3
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verified: no, type: dot_accuracy@5
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verified: no, type: dot_accuracy@10
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verified: no, type: dot_precision@1
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verified: no, type: dot_precision@3
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verified: no, type: dot_precision@5
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verified: no, type: dot_precision@10
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verified: no, type: dot_recall@1
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verified: no, type: dot_recall@3
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verified: no, type: dot_recall@5
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verified: no, type: dot_recall@10
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verified: no, type: dot_ndcg@10
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verified: no, type: dot_mrr@10
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verified: no, type: dot_map@100
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verified: no, type: query_active_dims
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verified: no, type: query_sparsity_ratio
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verified: no, type: corpus_active_dims
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name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9375
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoSCIDOCS
type: NanoSCIDOCS
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verified: no, type: dot_accuracy@3
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verified: no, type: dot_accuracy@5
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verified: no, type: dot_accuracy@10
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verified: no, type: dot_precision@1
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verified: no, type: dot_precision@3
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verified: no, type: dot_precision@5
value: 0.3
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verified: no, type: dot_precision@10
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verified: no, type: dot_recall@1
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name: Dot Recall@1
verified: no, type: dot_recall@3
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verified: no, type: dot_recall@5
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verified: no, type: dot_recall@10
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verified: no, type: dot_ndcg@10
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verified: no, type: dot_mrr@10
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verified: no, type: dot_map@100
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verified: no, type: query_active_dims
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name: Query Active Dims
verified: no, type: query_sparsity_ratio
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verified: no, type: corpus_active_dims
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name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9375
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoArguAna
type: NanoArguAna
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verified: no, type: dot_accuracy@3
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name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
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verified: no, type: dot_accuracy@10
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verified: no, type: dot_precision@1
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verified: no, type: dot_precision@3
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name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.16799999999999998
name: Dot Precision@5
verified: no, type: dot_precision@10
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name: Dot Precision@10
verified: no, type: dot_recall@1
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name: Dot Recall@1
verified: no, type: dot_recall@3
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name: Dot Recall@3
verified: no, type: dot_recall@5
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verified: no, type: dot_recall@10
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verified: no, type: dot_ndcg@10
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verified: no, type: dot_mrr@10
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verified: no, type: dot_map@100
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verified: no, type: query_active_dims
value: 256
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9375
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 256
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9375
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoSciFact
type: NanoSciFact
metrics: type: dot_accuracy@1
value: 0.7
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
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name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
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verified: no, type: dot_accuracy@10
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verified: no, type: dot_precision@1
value: 0.7
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.24666666666666665
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.176
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.09599999999999997
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.665
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.68
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.785
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.85
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.7512560957647406
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.7302222222222224
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.7208552252945762
name: Dot Map@100
verified: no, type: query_active_dims
value: 256
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9375
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 256
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9375
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoTouche2020
type: NanoTouche2020
metrics: type: dot_accuracy@1
value: 0.6326530612244898
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.8979591836734694
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.9591836734693877
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 1
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.6326530612244898
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.5918367346938774
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.5510204081632653
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.4489795918367347
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.04395130839858616
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.12411835933794488
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.18456901766491046
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.30287435988004324
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.5113851766135886
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.7748542274052478
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.375999626455593
name: Dot Map@100
verified: no, type: query_active_dims
value: 256
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9375
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 256
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9375
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-nano-beir
name: Sparse Nano BEIR
dataset: name: NanoBEIR mean
type: NanoBEIR_mean
metrics: type: dot_accuracy@1
value: 0.5763579277864993
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.7629199372056513
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.8276295133437992
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.88
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.5763579277864993
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.35988487702773414
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.2774631083202512
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.18653689167974882
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.3389617923428206
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.514362315238515
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.5805729466558668
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.6443537476256377
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.6126522106007865
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.6829436096783036
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.5336493761921356
name: Dot Map@100
verified: no, type: query_active_dims
value: 256
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9375
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 256
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9375
name: Corpus Sparsity Ratio
verified: no
Likes: 0 | All-time downloads: 33
Created: 2025-06-20 10:14:03