Model: tomaarsen/splade-distilbert-base-uncased-msmarco-mnrl
Author: tomaarsen
Pipeline: feature-extraction
Library: sentence-transformers
Tags: sentence-transformers, safetensors, distilbert, sparse-encoder, sparse, splade, generated_from_trainer, dataset_size:90000, loss:SpladeLoss, loss:SparseMultipleNegativesRankingLoss, loss:FlopsLoss, feature-extraction, en, dataset:sentence-transformers/msmarco, 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:90000, loss:SpladeLoss, loss:SparseMultipleNegativesRankingLoss, loss:FlopsLoss
base_model: distilbert/distilbert-base-uncased
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datasets: sentence-transformers/msmarco
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: 53.738116037369885
energy_consumed: 0.1382501660330276
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: 0.458
hardware_used: 1 x NVIDIA GeForce RTX 3090
model-index: name: splade-distilbert-base-uncased trained on MS MARCO triplets
results: task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoMSMARCO
type: NanoMSMARCO
metrics: 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: 0.86
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: 0.08599999999999998
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: 0.86
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.6227350359947015
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5469285714285713
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.5547419639747225
name: Dot Map@100
verified: no, type: query_active_dims
value: 23.6200008392334
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.999226131942886
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 86.9286117553711
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9971519359230925
name: Corpus Sparsity Ratio
verified: no, type: dot_accuracy@1
value: 0.38
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.66
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.72
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.86
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: 0.08599999999999998
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: 0.86
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.6227350359947015
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5469285714285713
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.5547419639747225
name: Dot Map@100
verified: no, type: query_active_dims
value: 23.6200008392334
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.999226131942886
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 86.9286117553711
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9971519359230925
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: 0.38
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.54
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.58
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.62
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.38
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.36666666666666664
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.32799999999999996
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.266
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.021751342131059177
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.07406240621283516
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.09358105221669372
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.11969365467146144
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.3145066096009473
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4676904761904762
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.1297946574794519
name: Dot Map@100
verified: no, type: query_active_dims
value: 18.780000686645508
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9993847060911262
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 164.79444885253906
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9946007978227986
name: Corpus Sparsity Ratio
verified: no, type: dot_accuracy@1
value: 0.38
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.54
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.58
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.62
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.38
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.36666666666666664
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.32799999999999996
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.266
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.021751342131059177
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.07406240621283516
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.09358105221669372
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.11969365467146144
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.3145066096009473
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4676904761904762
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.1297946574794519
name: Dot Map@100
verified: no, type: query_active_dims
value: 18.780000686645508
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9993847060911262
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 164.79444885253906
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9946007978227986
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: 0.52
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.7
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: 0.52
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.2333333333333333
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.14400000000000002
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.08199999999999999
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.5
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.66
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.68
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.75
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.6400441027431699
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.6203571428571428
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.6045362504066882
name: Dot Map@100
verified: no, type: query_active_dims
value: 26.940000534057617
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.999117357953802
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 109.75908660888672
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.99640393530539
name: Corpus Sparsity Ratio
verified: no, type: dot_accuracy@1
value: 0.52
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.7
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: 0.52
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.2333333333333333
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.14400000000000002
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.08199999999999999
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.5
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.66
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.68
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.75
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.6400441027431699
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.6203571428571428
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.6045362504066882
name: Dot Map@100
verified: no, type: query_active_dims
value: 26.940000534057617
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.999117357953802
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 109.75908660888672
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.99640393530539
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: 0.4266666666666667
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.6333333333333334
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.6733333333333332
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.7533333333333333
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.4266666666666667
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.2733333333333333
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.20533333333333334
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.14466666666666664
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.3005837807103531
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.46468746873761174
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.49786035073889795
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.5765645515571538
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.5257619161129395
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5449920634920634
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.4296909572869542
name: Dot Map@100
verified: no, type: query_active_dims
value: 23.11333401997884
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9992427319959382
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 113.39544145649826
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9962847964924808
name: Corpus Sparsity Ratio
verified: no, type: dot_accuracy@1
value: 0.531773940345369
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.6966718995290424
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.7506122448979593
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.8230455259026688
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.531773940345369
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.3291470434327577
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.25535321821036105
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.18231397174254316
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.3098648701114875
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.4649217800565723
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.5185635370811593
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.6012619916233037
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.570153816546152
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.6274141187610573
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.49205810209697926
name: Dot Map@100
verified: no, type: query_active_dims
value: 40.89984672205474
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9986599879849926
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 112.74959253323884
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9963059566039827
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: 0.46
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.58
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.7
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.26
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.16
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.124
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.094
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.13166666666666665
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.22899999999999998
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.26966666666666667
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.3686666666666667
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.29349270164622415
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.3810238095238095
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.22256540249654586
name: Dot Map@100
verified: no, type: query_active_dims
value: 52.70000076293945
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9982733765558306
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 152.81748962402344
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9949932019650081
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: 0.76
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.88
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.88
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.9
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.76
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.6066666666666667
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.5840000000000001
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.514
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.08858465342637668
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.17454996352915306
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.2491328586940767
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.358206868666866
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.632129041524978
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.8133333333333332
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.490256496112331
name: Dot Map@100
verified: no, type: query_active_dims
value: 22.979999542236328
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9992471004671307
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 103.23821258544922
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9966175803490777
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: 0.8
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.9
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.96
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.98
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.8
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.30666666666666664
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.204
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.10399999999999998
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.7666666666666667
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.8666666666666667
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.9333333333333332
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verified: no, type: dot_recall@10
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verified: no, type: dot_recall@5
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verified: no, type: dot_map@100
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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@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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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_ndcg@10
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verified: no, type: dot_map@100
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verified: no, type: query_active_dims
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verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoArguAna
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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_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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verified: no, type: dot_accuracy@5
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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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verified: no, type: query_active_dims
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verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoTouche2020
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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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verified: no, type: dot_ndcg@10
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verified: no, type: dot_mrr@10
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verified: no, type: dot_map@100
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verified: no, type: query_active_dims
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verified: no, type: corpus_sparsity_ratio
value: 0.9965212895512292
name: Corpus Sparsity Ratio
verified: no
Likes: 0 | All-time downloads: 36
Created: 2025-06-24 07:56:59