Model: tomaarsen/splade-distilbert-base-uncased-gooaq-peft-r128
Author: tomaarsen
Pipeline: feature-extraction
Library: sentence-transformers
Tags: sentence-transformers, safetensors, 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, 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: 16.638146863146233
energy_consumed: 0.04280437678001716
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: 0.193
hardware_used: 1 x NVIDIA GeForce RTX 3090
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: 0.3
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.54
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.68
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.74
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.3
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.18
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.136
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.07400000000000001
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.3
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.54
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.68
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.74
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.5061981336542133
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.43174603174603166
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.44263003895418085
name: Dot Map@100
verified: no, type: query_active_dims
value: 118.5999984741211
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.996114278275535
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 397.6775817871094
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9869707888805744
name: Corpus Sparsity Ratio
verified: no, type: dot_accuracy@1
value: 0.32
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.5
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.64
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.72
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.32
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.16666666666666663
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.128
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.07200000000000001
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.32
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.5
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.64
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.72
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.5061402921245981
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.43823809523809515
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.4500866595693115
name: Dot Map@100
verified: no, type: query_active_dims
value: 105.08000183105469
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.996557237342538
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 381.3874816894531
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9875045055471643
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: 0.34
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.44
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.48
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.6
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.34
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.26
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.23199999999999998
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.19599999999999998
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.01204138289831077
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.028423242145972874
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.04013720529494631
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.06944452178864681
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.2238211925399539
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4057777777777777
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.07440414426513103
name: Dot Map@100
verified: no, type: query_active_dims
value: 183.05999755859375
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9940023590341854
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 823.3663940429688
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9730238387378621
name: Corpus Sparsity Ratio
verified: no, type: dot_accuracy@1
value: 0.3
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.46
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.48
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.6
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.3
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.2733333333333333
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.23199999999999998
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.21400000000000002
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.010708049564977435
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.04042324214597287
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.05817733939406678
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.0849823575856454
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.24157503472859507
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.3932222222222223
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.08415340735361837
name: Dot Map@100
verified: no, type: query_active_dims
value: 150.77999877929688
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9950599567925006
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 807.0741577148438
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9735576253943109
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: 0.28
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.5
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.58
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.68
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.28
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.16666666666666663
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.11600000000000002
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.07
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.27
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.48
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.54
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.64
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.45385561138570657
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.40454761904761893
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.40238133013339067
name: Dot Map@100
verified: no, type: query_active_dims
value: 108.23999786376953
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9964537055938743
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 581.3165893554688
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9809541776634733
name: Corpus Sparsity Ratio
verified: no, type: dot_accuracy@1
value: 0.24
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.46
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.54
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.72
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.24
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.15333333333333332
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.10800000000000001
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.07400000000000001
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.23
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.44
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.51
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.67
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.4431148339670733
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.3818015873015873
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.3762054598208147
name: Dot Map@100
verified: no, type: query_active_dims
value: 97.18000030517578
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.996816067089143
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 564.0422973632812
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9815201396578442
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: 0.3066666666666667
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.49333333333333335
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.5800000000000001
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.6733333333333333
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.3066666666666667
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.20222222222222222
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.16133333333333333
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.11333333333333334
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.1940137942994369
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.34947441404865764
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.4200457350983155
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.4831481739295489
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.39462497919329126
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4140238095238094
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.3064718377842342
name: Dot Map@100
verified: no, type: query_active_dims
value: 136.63333129882812
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9955234476345315
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 565.0999949325504
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9814854860450642
name: Corpus Sparsity Ratio
verified: no, type: dot_accuracy@1
value: 0.35158555729984303
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.5366091051805337
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.609105180533752
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.7153218210361068
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.35158555729984303
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.24084772370486657
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.195861852433281
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.14448037676609105
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.18710365017134828
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.3166600122342838
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.38032257819651705
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.4791896835492342
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.41388777461576925
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.4636842715108021
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.33650048535941457
name: Dot Map@100
verified: no, type: query_active_dims
value: 195.48228298827937
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9935953645570972
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 525.5023385946348
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9827828340674059
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: 0.2
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.38
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.42
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.52
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.2
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: 0.06000000000000001
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.08833333333333332
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.18166666666666664
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.19233333333333336
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.2523333333333333
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.2097369113981719
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.2989603174603175
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.16798141398273245
name: Dot Map@100
verified: no, type: query_active_dims
value: 250.86000061035156
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9917810103987172
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 643.326904296875
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9789225180428257
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: 0.62
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: 0.62
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.4733333333333334
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.452
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.39599999999999996
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.06769969786296744
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.14199136819511296
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.192778624550143
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.2816492423802407
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.4998791588316728
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.7168571428571429
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.3705445544087827
name: Dot Map@100
verified: no, type: query_active_dims
value: 146.02000427246094
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9952159096955487
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 481.7581481933594
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9842160360332429
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: 0.44
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.66
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.78
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.84
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.44
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.22
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.156
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.08599999999999998
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.44
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.64
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.7366666666666666
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.7966666666666665
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.6190748153469672
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5678888888888888
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.5644736817593311
name: Dot Map@100
verified: no, type: query_active_dims
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name: Query Active Dims
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verified: no, type: dot_precision@10
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verified: no, type: dot_recall@10
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verified: no, task: type: sparse-information-retrieval
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verified: no, type: dot_precision@10
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verified: no, type: dot_recall@1
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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, 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_map@100
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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_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, 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
name: Sparse Information Retrieval
dataset: name: NanoTouche2020
type: NanoTouche2020
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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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value: 0.9838319766819067
name: Corpus Sparsity Ratio
verified: no
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Created: 2025-06-30 11:28:41