Model: tomaarsen/csr-mxbai-embed-large-v1-nq-og
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, row_non_zero_mean_query, row_sparsity_mean_query, row_non_zero_mean_corpus, row_sparsity_mean_corpus
co2_eq_emissions: emissions: 78.63547133575128
energy_consumed: 0.20230271862699775
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: 0.571
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
type: NanoMSMARCO
metrics: type: dot_accuracy@1
value: 0.34
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.44
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.62
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.82
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.34
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.14666666666666667
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.12400000000000003
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.08199999999999999
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.34
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.44
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.62
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.82
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.535047397862425
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4492380952380952
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.4565956812862131
name: Dot Map@100
verified: no, type: row_non_zero_mean_query
value: 32
name: Row Non Zero Mean Query
verified: no, type: row_sparsity_mean_query
value: 0.9921875
name: Row Sparsity Mean Query
verified: no, type: row_non_zero_mean_corpus
value: 32
name: Row Non Zero Mean Corpus
verified: no, type: row_sparsity_mean_corpus
value: 0.9921875
name: Row Sparsity Mean Corpus
verified: no, type: dot_accuracy@1
value: 0.4
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: 0.4
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: 0.4
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: 0.6142058022889539
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5477142857142856
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.5535645073071618
name: Dot Map@100
verified: no, type: row_non_zero_mean_query
value: 64
name: Row Non Zero Mean Query
verified: no, type: row_sparsity_mean_query
value: 0.984375
name: Row Sparsity Mean Query
verified: no, type: row_non_zero_mean_corpus
value: 64
name: Row Non Zero Mean Corpus
verified: no, type: row_sparsity_mean_corpus
value: 0.984375
name: Row Sparsity Mean Corpus
verified: no, type: dot_accuracy@1
value: 0.36
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.72
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.8
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.8
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.36
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.24
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.16
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.08
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.36
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.72
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.8
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.8
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.6119801006837546
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5479999999999999
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.5570329635790349
name: Dot Map@100
verified: no, type: row_non_zero_mean_query
value: 128
name: Row Non Zero Mean Query
verified: no, type: row_sparsity_mean_query
value: 0.96875
name: Row Sparsity Mean Query
verified: no, type: row_non_zero_mean_corpus
value: 128
name: Row Non Zero Mean Corpus
verified: no, type: row_sparsity_mean_corpus
value: 0.96875
name: Row Sparsity Mean Corpus
verified: no, type: dot_accuracy@1
value: 0.38
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.68
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: 0.38
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.22666666666666668
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: 0.38
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.68
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.74
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.84
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.6202495574521795
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5495
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.5567587644744507
name: Dot Map@100
verified: no, type: row_non_zero_mean_query
value: 256
name: Row Non Zero Mean Query
verified: no, type: row_sparsity_mean_query
value: 0.9375
name: Row Sparsity Mean Query
verified: no, type: row_non_zero_mean_corpus
value: 256
name: Row Non Zero Mean Corpus
verified: no, type: row_sparsity_mean_corpus
value: 0.9375
name: Row Sparsity Mean Corpus
verified: no, type: dot_accuracy@1
value: 0.4
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.68
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.76
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.82
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.4
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.22666666666666668
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: 0.4
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.68
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.76
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.82
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.6233479483972318
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5590238095238095
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.5667471833817065
name: Dot Map@100
verified: no, type: row_non_zero_mean_query
value: 256
name: Row Non Zero Mean Query
verified: no, type: row_sparsity_mean_query
value: 0.9375
name: Row Sparsity Mean Query
verified: no, type: row_non_zero_mean_corpus
value: 256
name: Row Non Zero Mean Corpus
verified: no, type: row_sparsity_mean_corpus
value: 0.9375
name: Row Sparsity Mean Corpus
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoNFCorpus
type: NanoNFCorpus
metrics: type: dot_accuracy@1
value: 0.22
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.3
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.36
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.52
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.22
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.16666666666666663
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.156
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.15
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.005369382143489658
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.016195110222025074
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.049293570620457035
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.0806937671045514
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.17174320910928226
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.2927619047619048
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.05298975181660711
name: Dot Map@100
verified: no, type: row_non_zero_mean_query
value: 32
name: Row Non Zero Mean Query
verified: no, type: row_sparsity_mean_query
value: 0.9921875
name: Row Sparsity Mean Query
verified: no, type: row_non_zero_mean_corpus
value: 32
name: Row Non Zero Mean Corpus
verified: no, type: row_sparsity_mean_corpus
value: 0.9921875
name: Row Sparsity Mean Corpus
verified: no, type: dot_accuracy@1
value: 0.26
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.4
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.46
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.56
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.26
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.2333333333333333
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.21599999999999994
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.18
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.010097102114744272
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.04537644219647232
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.06148760758910991
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.09415095559842784
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.2096821639525137
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.34343650793650793
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.08064284502822883
name: Dot Map@100
verified: no, type: row_non_zero_mean_query
value: 64
name: Row Non Zero Mean Query
verified: no, type: row_sparsity_mean_query
value: 0.984375
name: Row Sparsity Mean Query
verified: no, type: row_non_zero_mean_corpus
value: 64
name: Row Non Zero Mean Corpus
verified: no, type: row_sparsity_mean_corpus
value: 0.984375
name: Row Sparsity Mean Corpus
verified: no, type: dot_accuracy@1
value: 0.34
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.48
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.52
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.58
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.34
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.3133333333333333
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.27599999999999997
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.23
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.03101859044799731
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.06237480359765744
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.07386821785513752
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.10186854211536649
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.27455891665154974
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.42166666666666663
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.11672912090576673
name: Dot Map@100
verified: no, type: row_non_zero_mean_query
value: 128
name: Row Non Zero Mean Query
verified: no, type: row_sparsity_mean_query
value: 0.96875
name: Row Sparsity Mean Query
verified: no, type: row_non_zero_mean_corpus
value: 128
name: Row Non Zero Mean Corpus
verified: no, type: row_sparsity_mean_corpus
value: 0.96875
name: Row Sparsity Mean Corpus
verified: no, 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: 0.64
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: 0.3
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.324
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.28600000000000003
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.010179819259573217
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.04444946823515787
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.07791010802255334
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.13377621691836752
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.3108609159740967
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.43744444444444447
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.12265426034977883
name: Dot Map@100
verified: no, type: row_non_zero_mean_query
value: 256
name: Row Non Zero Mean Query
verified: no, type: row_sparsity_mean_query
value: 0.9375
name: Row Sparsity Mean Query
verified: no, type: row_non_zero_mean_corpus
value: 256
name: Row Non Zero Mean Corpus
verified: no, type: row_sparsity_mean_corpus
value: 0.9375
name: Row Sparsity Mean Corpus
verified: no, type: dot_accuracy@1
value: 0.42
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.56
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.6
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.68
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.42
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.35999999999999993
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.32
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.27
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.04635628984780851
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.07762856181796872
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.09496420727524445
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.12650888877020955
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.3261739681282223
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5003888888888889
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.15272488982108906
name: Dot Map@100
verified: no, type: row_non_zero_mean_query
value: 256
name: Row Non Zero Mean Query
verified: no, type: row_sparsity_mean_query
value: 0.9375
name: Row Sparsity Mean Query
verified: no, type: row_non_zero_mean_corpus
value: 256
name: Row Non Zero Mean Corpus
verified: no, type: row_sparsity_mean_corpus
value: 0.9375
name: Row Sparsity Mean Corpus
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoNQ
type: NanoNQ
metrics: type: dot_accuracy@1
value: 0.28
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.5
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.58
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.68
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.28
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.16666666666666669
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.11599999999999999
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.07
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.28
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.47
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.55
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.64
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.45947191204401955
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.40702380952380957
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.40647141879184173
name: Dot Map@100
verified: no, type: row_non_zero_mean_query
value: 32
name: Row Non Zero Mean Query
verified: no, type: row_sparsity_mean_query
value: 0.9921875
name: Row Sparsity Mean Query
verified: no, type: row_non_zero_mean_corpus
value: 32
name: Row Non Zero Mean Corpus
verified: no, type: row_sparsity_mean_corpus
value: 0.9921875
name: Row Sparsity Mean Corpus
verified: no, type: dot_accuracy@1
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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@10
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verified: no, type: dot_recall@1
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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: row_sparsity_mean_query
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name: Row Non Zero Mean Corpus
verified: no, type: row_sparsity_mean_corpus
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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@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: row_sparsity_mean_query
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name: Row Non Zero Mean Corpus
verified: no, type: row_sparsity_mean_corpus
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verified: no, type: dot_accuracy@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@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: row_non_zero_mean_query
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name: Row Non Zero Mean Query
verified: no, type: row_sparsity_mean_query
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name: Row Sparsity Mean Query
verified: no, type: row_non_zero_mean_corpus
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name: Row Non Zero Mean Corpus
verified: no, type: row_sparsity_mean_corpus
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verified: no, 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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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_map@100
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name: Row Sparsity Mean Query
verified: no, type: row_non_zero_mean_corpus
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name: Row Non Zero Mean Corpus
verified: no, type: row_sparsity_mean_corpus
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verified: no, task: type: sparse-nano-beir
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verified: no, type: dot_accuracy@5
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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@5
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verified: no, type: dot_recall@10
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verified: no, type: dot_map@100
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verified: no, type: row_non_zero_mean_query
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value: 32
name: Row Non Zero Mean Corpus
verified: no, type: row_sparsity_mean_corpus
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verified: no, 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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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: row_non_zero_mean_query
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name: Row Non Zero Mean Query
verified: no, type: row_sparsity_mean_query
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name: Row Sparsity Mean Query
verified: no, type: row_non_zero_mean_corpus
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name: Row Non Zero Mean Corpus
verified: no, type: row_sparsity_mean_corpus
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verified: no, 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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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
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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: row_non_zero_mean_query
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name: Row Non Zero Mean Query
verified: no, type: row_sparsity_mean_query
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name: Row Sparsity Mean Query
verified: no, type: row_non_zero_mean_corpus
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name: Row Non Zero Mean Corpus
verified: no, type: row_sparsity_mean_corpus
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name: Row Sparsity Mean Corpus
verified: no, 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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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
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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: row_non_zero_mean_query
value: 256
name: Row Non Zero Mean Query
verified: no, type: row_sparsity_mean_query
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name: Row Sparsity Mean Query
verified: no, type: row_non_zero_mean_corpus
value: 256
name: Row Non Zero Mean Corpus
verified: no, type: row_sparsity_mean_corpus
value: 0.9375
name: Row Sparsity Mean Corpus
verified: no, type: dot_accuracy@1
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name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.7628571428571431
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.8106122448979591
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: 0.5592778649921507
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.35674515960230246
name: Dot Precision@3
verified: no, type: dot_precision@5
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name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.1812558869701727
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.34109493852292166
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.5189062733737264
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.5724982683825325
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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verified: no, type: row_non_zero_mean_query
value: 256
name: Row Non Zero Mean Query
verified: no, type: row_sparsity_mean_query
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name: Row Sparsity Mean Query
verified: no, type: row_non_zero_mean_corpus
value: 256
name: Row Non Zero Mean Corpus
verified: no, type: row_sparsity_mean_corpus
value: 0.9375
name: Row Sparsity Mean Corpus
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoClimateFEVER
type: NanoClimateFEVER
metrics: type: dot_accuracy@1
value: 0.28
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.48
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: 0.28
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.18
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.136
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.086
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.115
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.21166666666666664
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.2756666666666666
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.33399999999999996
name: Dot Recall@10
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: row_non_zero_mean_query
value: 256
name: Row Non Zero Mean Query
verified: no, type: row_sparsity_mean_query
value: 0.9375
name: Row Sparsity Mean Query
verified: no, type: row_non_zero_mean_corpus
value: 256
name: Row Non Zero Mean Corpus
verified: no, type: row_sparsity_mean_corpus
value: 0.9375
name: Row Sparsity Mean Corpus
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoDBPedia
type: NanoDBPedia
metrics: type: dot_accuracy@1
value: 0.74
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.9
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.92
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.98
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.74
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.64
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.5920000000000001
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.468
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.08983751675202471
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.1711487813957697
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.23824154407745554
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.3593446163014364
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.6048782764547271
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.8311904761904763
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.44329574170124053
name: Dot Map@100
verified: no, type: row_non_zero_mean_query
value: 256
name: Row Non Zero Mean Query
verified: no, type: row_sparsity_mean_query
value: 0.9375
name: Row Sparsity Mean Query
verified: no, type: row_non_zero_mean_corpus
value: 256
name: Row Non Zero Mean Corpus
verified: no, type: row_sparsity_mean_corpus
value: 0.9375
name: Row Sparsity Mean Corpus
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoFEVER
type: NanoFEVER
metrics: type: dot_accuracy@1
value: 0.84
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.96
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: 0.84
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.32666666666666666
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.19999999999999996
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.102
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.7866666666666667
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.9166666666666667
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.9233333333333333
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.9333333333333332
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.8812058128870981
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.89
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.8538462377203007
name: Dot Map@100
verified: no, type: row_non_zero_mean_query
value: 256
name: Row Non Zero Mean Query
verified: no, type: row_sparsity_mean_query
value: 0.9375
name: Row Sparsity Mean Query
verified: no, type: row_non_zero_mean_corpus
value: 256
name: Row Non Zero Mean Corpus
verified: no, type: row_sparsity_mean_corpus
value: 0.9375
name: Row Sparsity Mean Corpus
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoFiQA2018
type: NanoFiQA2018
metrics: type: dot_accuracy@1
value: 0.4
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.64
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.7
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.78
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.4
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.29333333333333333
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.22399999999999998
name: Dot Precision@5
verified: no, type: dot_precision@10
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verified: no, type: dot_recall@10
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verified: no, task: type: sparse-information-retrieval
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verified: no, type: row_sparsity_mean_corpus
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verified: no, task: type: sparse-information-retrieval
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dataset: name: NanoSCIDOCS
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verified: no, type: dot_precision@1
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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@10
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verified: no, type: dot_ndcg@10
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verified: no, type: row_sparsity_mean_corpus
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verified: no, task: type: sparse-information-retrieval
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dataset: name: NanoArguAna
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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_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: row_non_zero_mean_query
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verified: no, type: row_sparsity_mean_corpus
value: 0.9375
name: Row Sparsity Mean Corpus
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoSciFact
type: NanoSciFact
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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verified: no, type: dot_precision@1
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verified: no, type: dot_precision@3
value: 0.26666666666666666
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verified: no, type: dot_precision@5
value: 0.17199999999999996
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verified: no, type: dot_precision@10
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name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.665
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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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value: 0.9375
name: Row Sparsity Mean Corpus
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoTouche2020
type: NanoTouche2020
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_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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value: 256
name: Row Non Zero Mean Corpus
verified: no, type: row_sparsity_mean_corpus
value: 0.9375
name: Row Sparsity Mean Corpus
verified: no
Likes: 0 | All-time downloads: 42
Created: 2025-05-20 21:29:46