Model: tomaarsen/csr-mxbai-embed-large-v1-nq-gemma5
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: 73.20361367491836
energy_consumed: 0.18832836896882021
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: 0.525
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: 0.6
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.64
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.76
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: 0.128
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.07600000000000001
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: 0.64
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.76
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.5461951956850831
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4783333333333332
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.4886114783173606
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: 0.42
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.56
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.72
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: 0.18666666666666668
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.14400000000000002
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.078
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.42
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.56
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.72
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.78
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.5877208923649152
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5268333333333333
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.5379890352202846
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: 0.42
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.64
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.72
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.82
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.42
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.21333333333333332
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.14400000000000002
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.08199999999999999
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.42
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.64
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.72
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.82
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.6170710567644069
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5518571428571428
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.5582688466837231
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: 0.66
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: 0.38
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.22
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: 0.38
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.66
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: 0.6054279406769176
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.536
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.5451453839729702
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: 0.66
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: 0.42
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.22
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: 0.66
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: 0.6230021505155314
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.559579365079365
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.5681061401796429
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: 0.24
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.44
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.52
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.54
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.24
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.24666666666666665
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.23600000000000002
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.16799999999999998
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.004669919461913613
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.020427728422148655
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.032225855738342704
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.05379343324862708
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.19455316428596148
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.341
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.06151820759407443
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: 0.3
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.42
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.5
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.56
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.3
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.26
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.26
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.19799999999999998
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.029542626120334554
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.044652693879235976
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.06028547009613851
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.07755036888620734
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.2366214062101772
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.37585714285714283
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.10067936596479826
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: 0.38
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.54
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.6
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.64
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.38
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.33333333333333326
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.3
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.24
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.03179014108396205
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.06318690279554356
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.07796877283624153
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.1114799837292121
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.2931027237585236
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4740238095238095
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.1230254488501482
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: 0.56
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: 0.38
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.3466666666666666
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.30000000000000004
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.25
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.04457964347980141
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.0790728975013626
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.09009883722070462
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.13307439776648308
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.30763421801409163
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.48096825396825393
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.1488310784840863
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: 0.36
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.58
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.62
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.68
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.36
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.3399999999999999
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.304
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.25
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.04421600711616505
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.07676067662123591
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.09031933665344426
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.1280526321040542
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.3058687263048634
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.47285714285714286
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.14946123566548253
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: 0.24
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.3
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.4
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: 0.09999999999999998
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.08
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.05800000000000001
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.23
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.28
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.37
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.53
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.35458104021173625
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.31448412698412687
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.31511521921352853
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: 0.34
name: Dot Accuracy@1
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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_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@5
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verified: no, type: dot_recall@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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name: Row Non Zero Mean Query
verified: no, type: row_sparsity_mean_query
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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@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: row_sparsity_mean_corpus
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verified: no, task: type: sparse-nano-beir
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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_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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verified: no, type: row_sparsity_mean_query
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verified: no, type: row_non_zero_mean_corpus
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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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verified: no, type: row_sparsity_mean_query
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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
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
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verified: no, type: dot_accuracy@5
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name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.8599686028257456
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: 0.3453898482469911
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verified: no, type: dot_precision@5
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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
value: 0.5056041615261917
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.5666121938396027
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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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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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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: 0.3
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.44
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: 0.152
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.096
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.14666666666666667
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.24
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.31666666666666665
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.379
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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, 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: 0.86
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.9
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.94
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: 0.56
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.45399999999999996
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.07917649980287217
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.17349972000383132
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.24092496180273404
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.35114625789901227
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.5896892964374201
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.8141904761904764
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.43868920344880336
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: 0.78
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.88
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.9
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.94
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.78
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.30666666666666664
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.18799999999999997
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.09799999999999998
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.7266666666666666
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.8466666666666666
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.8666666666666666
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.9066666666666666
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.8324754718241318
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.8367460317460318
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.8012874752784108
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: 0.54
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.62
name: Dot Accuracy@3
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: 0.3
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.20800000000000002
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.118
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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: row_sparsity_mean_corpus
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verified: no, task: type: sparse-information-retrieval
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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@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 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
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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
value: 0.966
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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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verified: no, type: dot_mrr@10
value: 0.94
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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
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: NanoSCIDOCS
type: NanoSCIDOCS
metrics: type: dot_accuracy@1
value: 0.5
name: Dot Accuracy@1
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: 0.33333333333333326
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verified: no, type: dot_precision@5
value: 0.29200000000000004
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.20400000000000001
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.10666666666666667
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.2096666666666667
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.3016666666666667
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.4186666666666667
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.4055677447150387
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verified: no, type: dot_mrr@10
value: 0.6097142857142857
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.3297751386475111
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: NanoArguAna
type: NanoArguAna
metrics: type: dot_accuracy@1
value: 0.34
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.78
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.86
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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: 0.17199999999999996
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verified: no, type: dot_precision@10
value: 0.09799999999999998
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.34
name: Dot Recall@1
verified: no, type: dot_recall@3
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verified: no, type: dot_recall@5
value: 0.86
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.98
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.6735247359369816
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: NanoSciFact
type: NanoSciFact
metrics: type: dot_accuracy@1
value: 0.58
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.68
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
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verified: no, type: dot_accuracy@10
value: 0.84
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.58
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.24
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verified: no, type: dot_precision@5
value: 0.16399999999999998
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.09599999999999997
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.555
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.67
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.745
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verified: no, type: dot_recall@10
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verified: no, type: dot_ndcg@10
value: 0.6982128840882104
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verified: no, type: dot_mrr@10
value: 0.6553015873015873
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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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: NanoTouche2020
type: NanoTouche2020
metrics: type: dot_accuracy@1
value: 0.5510204081632653
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.8163265306122449
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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: 0.5034013605442177
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verified: no, type: dot_precision@5
value: 0.4816326530612246
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.4224489795918367
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.03711095639538641
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.10760163972336141
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.16469834844278258
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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verified: no, type: dot_mrr@10
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name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.3401603339662621
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
Likes: 0 | All-time downloads: 17
Created: 2025-05-20 22:23:25