Model: sparse-encoder/example-splade-distilbert-base-uncased-gooaq
Author: sparse-encoder
Pipeline: feature-extraction
Library: sentence-transformers
Tags: sentence-transformers, safetensors, distilbert, sparse-encoder, sparse, splade, generated_from_trainer, dataset_size:99000, loss:SpladeLoss, loss:SparseMultipleNegativesRankingLoss, loss:FlopsLoss, feature-extraction, en, dataset:sentence-transformers/gooaq, arxiv:1908.10084, arxiv:2205.04733, arxiv:1705.00652, arxiv:2004.05665, base_model:distilbert/distilbert-base-uncased, base_model:finetune:distilbert/distilbert-base-uncased, license:apache-2.0, model-index, co2_eq_emissions, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: distilbert/distilbert-base-uncased
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, sparse-encoder, sparse, splade, generated_from_trainer, dataset_size:99000, loss:SpladeLoss, loss:SparseMultipleNegativesRankingLoss, loss:FlopsLoss
base_model: distilbert/distilbert-base-uncased
widget: The term emergent literacy signals a belief that, in a literate society, young children even one and two year olds, are in the process of becoming literate”. ... Gray (1956:21) notes: Functional literacy is used for the training of adults to 'meet independently the reading and writing demands placed on them'., Rey is seemingly confirmed as being The Chosen One per a quote by a Lucasfilm production designer who worked on The Rise of Skywalker., are union gun safes fireproof?, Fruit is an essential part of a healthy diet — and may aid weight loss. Most fruits are low in calories while high in nutrients and fiber, which can boost your fullness. Keep in mind that it's best to eat fruits whole rather than juiced. What's more, simply eating fruit is not the key to weight loss., Treatment of suspected bacterial infection is with antibiotics, such as amoxicillin/clavulanate or doxycycline, given for 5 to 7 days for acute sinusitis and for up to 6 weeks for chronic sinusitis.
datasets: sentence-transformers/gooaq
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: 1.0881870582723092
energy_consumed: 0.019418388234485075
source: codecarbon
training_type: fine-tuning
on_cloud: no
cpu_model: AMD Ryzen 9 6900HX with Radeon Graphics
ram_total_size: 30.6114501953125
hours_used: 0.174
hardware_used: 1 x NVIDIA GeForce RTX 3070 Ti Laptop GPU
model-index: name: splade-distilbert-base-uncased trained on GooAQ
results: task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoMSMARCO
type: NanoMSMARCO
metrics: type: dot_accuracy@1
value: 0.22
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.46
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.54
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.7
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.22
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.15333333333333332
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.10800000000000001
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.07
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.22
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.46
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.54
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.7
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.44470504856183124
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.3652460317460317
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.37928248813494486
name: Dot Map@100
verified: no, type: query_active_dims
value: 125.86000061035156
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9958764169906837
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 296.2349853515625
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9902943783057611
name: Corpus Sparsity Ratio
verified: no, type: dot_accuracy@1
value: 0.24
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: 0.72
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.24
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.16666666666666663
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.11600000000000002
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.07200000000000001
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.24
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.5
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.58
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.72
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.47847271089832977
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.40169047619047615
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.4140044816294816
name: Dot Map@100
verified: no, type: query_active_dims
value: 109.69999694824219
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9964058712748758
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 265.6180725097656
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9912974879591847
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
value: 0.36
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.5
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.56
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.58
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.36
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.2866666666666666
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.276
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.20400000000000001
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.020432228546915038
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.05966030415500706
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.08546529551494754
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.10325648585391117
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.2586742055175529
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.444
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.10277044614671307
name: Dot Map@100
verified: no, type: query_active_dims
value: 160.10000610351562
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9947546030370383
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 409.76904296875
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.986574633281936
name: Corpus Sparsity Ratio
verified: no, type: dot_accuracy@1
value: 0.38
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.5
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.52
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.66
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.38
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.29333333333333333
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.268
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.22799999999999998
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.03979891140267026
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.05843303142773433
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.07656018207627424
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.10998150964383814
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.28162049888840096
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4571904761904762
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.11433559983443616
name: Dot Map@100
verified: no, type: query_active_dims
value: 140.05999755859375
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9954111789018218
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 371.9038391113281
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9878152205258068
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: 0.32
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.54
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.64
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.74
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.32
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: 0.08
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.3
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.5
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: 0.5013957867971872
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4491904761904762
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.44262111936629595
name: Dot Map@100
verified: no, type: query_active_dims
value: 128.39999389648438
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9957931985487031
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 359.4007873535156
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9882248611705158
name: Corpus Sparsity Ratio
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: 0.66
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.72
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.36
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.19333333333333333
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.136
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.078
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.34
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.54
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.63
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.69
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.5189963924532662
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4757777777777777
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.46913515575703424
name: Dot Map@100
verified: no, type: query_active_dims
value: 115.30000305175781
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9962223968595846
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 336.913818359375
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9889616074189316
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: 0.3
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.5
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.5800000000000001
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.6733333333333332
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.3
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.20666666666666664
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.17333333333333334
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.11800000000000001
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.180144076182305
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.339886768051669
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.4151550985049825
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.501085495284637
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.40159168029219044
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.41947883597883595
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.30822468454931795
name: Dot Map@100
verified: no, type: query_active_dims
value: 138.12000020345053
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9954747395254749
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 346.36973212643693
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9886518009263339
name: Corpus Sparsity Ratio
verified: no, type: dot_accuracy@1
value: 0.4301726844583988
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.6182417582417583
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.6783359497645213
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.7722135007849293
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.4301726844583988
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.274160125588697
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.21524646781789644
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.1563861852433281
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.24332694326060123
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.38912806185875454
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.4466126446755131
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.5378480354517308
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.48091561944614786
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5383367720714658
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.40550699373209664
name: Dot Map@100
verified: no, type: query_active_dims
value: 161.59013707612073
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9947057814993735
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 302.84806046588795
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.99007771245443
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: 0.26
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.4
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.42
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.64
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.26
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.14
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.09200000000000001
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.08
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.13
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.18
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.19
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.30733333333333335
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.2528315611912319
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.3483253968253968
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.195000428587257
name: Dot Map@100
verified: no, type: query_active_dims
value: 215.39999389648438
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9929427955606944
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 334.818359375
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9890302614712339
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
value: 0.54
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: 0.9
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.54
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.43333333333333335
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.4
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.35999999999999993
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.04725330037285543
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.09136010229983793
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.12256470056683391
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.24664786941021674
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.43054704834652313
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.6440714285714284
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.3239717199251123
name: Dot Map@100
verified: no, type: query_active_dims
value: 147.72000122070312
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9951602122658835
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 295.1452331542969
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9903300821324194
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: 0.56
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
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.92
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.56
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.26
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.172
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.096
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.5466666666666666
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.7466666666666666
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.8066666666666668
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.8766666666666667
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.7202530021492869
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.6843809523809523
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.6647642136958143
name: Dot Map@100
verified: no, type: query_active_dims
value: 201.5399932861328
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9933968942636088
name: Query Sparsity Ratio
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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, task: type: sparse-information-retrieval
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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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verified: no, type: query_active_dims
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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, task: type: sparse-information-retrieval
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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, task: type: sparse-information-retrieval
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dataset: name: NanoTouche2020
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verified: no, type: dot_recall@1
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value: 0.9899185557609445
name: Corpus Sparsity Ratio
verified: no
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Created: 2025-05-26 14:51:43