Model: tomaarsen/csr-mxbai-embed-large-v1-nq-updated-reconstruction-4
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: 47.46504952064221
energy_consumed: 0.12211166786032028
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: 0.373
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: 0.16
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.2
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.28
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.4
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.16
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.06666666666666667
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.056000000000000015
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.04
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.16
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.2
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.28
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.4
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.2553207334684595
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.2125238095238095
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.2276491742120407
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: 0.16
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.2
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.28
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.4
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.16
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.06666666666666667
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.056000000000000015
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.04
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.16
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.2
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.28
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.4
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.2553207334684595
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.2125238095238095
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.2276491742120407
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: 0.24
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.38
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.5
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.58
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.24
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.12666666666666665
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.1
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.05800000000000001
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.24
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.38
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.5
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.58
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.3970913773706993
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.34011111111111114
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.3530097721306681
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: 0.24
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.38
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.5
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.58
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.24
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.12666666666666665
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.1
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.05800000000000001
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.24
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.38
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.5
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.58
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.3970913773706993
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.34011111111111114
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.3530097721306681
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: 0.46
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.62
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.7
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.3
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.15333333333333332
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.12400000000000003
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.07
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.3
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.46
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.62
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.7
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.4872873611978302
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4205555555555555
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.43261790702081204
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: 0.46
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.62
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.7
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.3
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.15333333333333332
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.12400000000000003
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.07
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.3
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.46
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.62
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.7
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.4872873611978302
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4205555555555555
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.43261790702081204
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: 0.42
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.6
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.68
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.78
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.42
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.2
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.136
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.07800000000000001
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.42
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.6
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.68
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.78
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.591060924123
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5316666666666666
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.5405635822735777
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: 0.42
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.6
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.68
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.78
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.42
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.2
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.136
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.07800000000000001
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.42
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.6
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.68
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.78
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.591060924123
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5316666666666666
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.5405635822735777
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: 0.36
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.64
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.72
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.82
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.36
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.21333333333333332
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.14400000000000002
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.08199999999999999
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.36
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.64
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.72
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.82
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.5877041624403332
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5139126984126984
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.5216553078498245
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: 0.36
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.64
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.72
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.82
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.36
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.21333333333333332
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.14400000000000002
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.08199999999999999
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.36
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.64
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.72
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.82
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.5877041624403332
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5139126984126984
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.5216553078498245
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: 0.42
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.64
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.74
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.82
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.42
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.21333333333333332
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.14800000000000002
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.08199999999999999
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.42
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.64
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.74
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.82
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.6246741093433497
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5611904761904761
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.5700740174857822
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
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dataset: name: NanoBEIR mean 256
type: NanoBEIR_mean_256
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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name: Dot Accuracy@10
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: 0.14800000000000002
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.08199999999999999
name: Dot Precision@10
verified: no, type: dot_recall@1
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name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.64
name: Dot Recall@3
verified: no, type: dot_recall@5
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name: Dot Recall@5
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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name: Dot Mrr@10
verified: no, type: dot_map@100
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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: NanoClimateFEVER
type: NanoClimateFEVER
metrics: type: dot_accuracy@1
value: 0.36
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.52
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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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
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.15600000000000003
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.11399999999999999
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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name: Dot Mrr@10
verified: no, type: dot_map@100
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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: NanoDBPedia
type: NanoDBPedia
metrics: type: dot_accuracy@1
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name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.88
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.92
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
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name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.8
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: 0.5800000000000001
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.484
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
value: 0.852
name: Dot Mrr@10
verified: no, type: dot_map@100
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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: NanoFEVER
type: NanoFEVER
metrics: type: dot_accuracy@1
value: 0.9
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.92
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.96
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
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name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.9
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: 0.204
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
value: 0.8933333333333333
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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name: Dot Mrr@10
verified: no, type: dot_map@100
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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: NanoFiQA2018
type: NanoFiQA2018
metrics: type: dot_accuracy@1
value: 0.56
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.7
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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name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.56
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.31999999999999995
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.236
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.13
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.29924603174603176
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.46729365079365076
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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name: Dot Map@100
verified: no, type: query_active_dims
value: 256
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
name: Sparse Information Retrieval
dataset: name: NanoHotpotQA
type: NanoHotpotQA
metrics: type: dot_accuracy@1
value: 0.76
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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name: Dot Accuracy@5
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: 0.5
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.316
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.17199999999999996
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.38
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.75
name: Dot Recall@3
verified: no, type: dot_recall@5
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name: Dot Recall@5
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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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
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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: NanoMSMARCO
type: NanoMSMARCO
metrics: type: dot_accuracy@1
value: 0.42
name: Dot Accuracy@1
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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name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.42
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.21333333333333332
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.15200000000000002
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.08199999999999999
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.42
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.64
name: Dot Recall@3
verified: no, type: dot_recall@5
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name: Dot Recall@5
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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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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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: NanoNFCorpus
type: NanoNFCorpus
metrics: type: dot_accuracy@1
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verified: no, type: dot_accuracy@3
value: 0.56
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.6
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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
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verified: no, type: dot_precision@5
value: 0.32
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.272
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.03517605061787946
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.07646787868408336
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: NanoNQ
type: NanoNQ
metrics: type: dot_accuracy@1
value: 0.5
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verified: no, type: dot_accuracy@3
value: 0.72
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: 0.16
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.088
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
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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: NanoQuoraRetrieval
type: NanoQuoraRetrieval
metrics: type: dot_accuracy@1
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name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.96
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 1
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 1
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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: 0.26799999999999996
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verified: no, type: dot_precision@10
value: 0.13799999999999998
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: NanoSCIDOCS
type: NanoSCIDOCS
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verified: no, type: dot_accuracy@3
value: 0.76
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
value: 0.4
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.29200000000000004
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.20999999999999996
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
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: NanoArguAna
type: NanoArguAna
metrics: type: dot_accuracy@1
value: 0.36
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
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name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.26
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.16799999999999998
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.09399999999999999
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.36
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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name: Dot Recall@5
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
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
value: 0.8
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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name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.7
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.2866666666666667
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.184
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.1
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.665
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.79
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.81
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.88
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.7776207541845983
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.7519444444444445
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.742050969601677
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: 0.5306122448979592
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.8367346938775511
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.8979591836734694
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.9795918367346939
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.5306122448979592
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.5306122448979591
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.5142857142857142
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.43469387755102035
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.03672756127909814
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.11122615754561782
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.17495428374251296
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.28731694149491666
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.47801832046439025
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.7052073210236476
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.3658602219028105
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: 0.6008163265306123
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.7674411302982732
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.8198430141287284
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.8799686028257457
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.6008163265306123
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.3567137624280482
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.2730989010989011
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.18620722135007847
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.3607523760846636
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.5199318850272447
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.5776848221695142
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.6471826663654878
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.6226550754065734
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.6967979990531011
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.5483980917195976
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: 36
Created: 2025-06-19 15:40:18