Model: mixedbread-ai/mxbai-edge-colbert-v0-17m
Author: mixedbread-ai
Pipeline: sentence-similarity
Library: PyLate
Tags: PyLate, safetensors, modernbert, feature-extraction, ColBERT, sentence-transformers, sentence-similarity, generated_from_trainer, transformers, en, arxiv:2510.14880, arxiv:2510.12327, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Card metadata: language: en
tags: ColBERT, PyLate, sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, transformers
pipeline_tag: sentence-similarity
library_name: PyLate
metrics: MaxSim_accuracy@1, MaxSim_accuracy@3, MaxSim_accuracy@5, MaxSim_accuracy@10, MaxSim_precision@1, MaxSim_precision@3, MaxSim_precision@5, MaxSim_precision@10, MaxSim_recall@1, MaxSim_recall@3, MaxSim_recall@5, MaxSim_recall@10, MaxSim_ndcg@10, MaxSim_mrr@10, MaxSim_map@100
model-index: name: mxbai-edge-colbert-v0-17m
results: task: type: py-late-information-retrieval
name: Py Late Information Retrieval
dataset: name: NanoClimateFEVER
type: NanoClimateFEVER
metrics: type: MaxSim_accuracy@1
value: 0.28
name: Maxsim Accuracy@1
verified: no, type: MaxSim_accuracy@3
value: 0.4
name: Maxsim Accuracy@3
verified: no, type: MaxSim_accuracy@5
value: 0.52
name: Maxsim Accuracy@5
verified: no, type: MaxSim_accuracy@10
value: 0.76
name: Maxsim Accuracy@10
verified: no, type: MaxSim_precision@1
value: 0.28
name: Maxsim Precision@1
verified: no, type: MaxSim_precision@3
value: 0.15333333333333332
name: Maxsim Precision@3
verified: no, type: MaxSim_precision@5
value: 0.132
name: Maxsim Precision@5
verified: no, type: MaxSim_precision@10
value: 0.114
name: Maxsim Precision@10
verified: no, type: MaxSim_recall@1
value: 0.13166666666666665
name: Maxsim Recall@1
verified: no, type: MaxSim_recall@3
value: 0.19566666666666666
name: Maxsim Recall@3
verified: no, type: MaxSim_recall@5
value: 0.26899999999999996
name: Maxsim Recall@5
verified: no, type: MaxSim_recall@10
value: 0.4323333333333333
name: Maxsim Recall@10
verified: no, type: MaxSim_ndcg@10
value: 0.32110454808344563
name: Maxsim Ndcg@10
verified: no, type: MaxSim_mrr@10
value: 0.3874603174603174
name: Maxsim Mrr@10
verified: no, type: MaxSim_map@100
value: 0.24386041506572398
name: Maxsim Map@100
verified: no, task: type: py-late-information-retrieval
name: Py Late Information Retrieval
dataset: name: NanoDBPedia
type: NanoDBPedia
metrics: type: MaxSim_accuracy@1
value: 0.78
name: Maxsim Accuracy@1
verified: no, type: MaxSim_accuracy@3
value: 0.92
name: Maxsim Accuracy@3
verified: no, type: MaxSim_accuracy@5
value: 0.94
name: Maxsim Accuracy@5
verified: no, type: MaxSim_accuracy@10
value: 0.98
name: Maxsim Accuracy@10
verified: no, type: MaxSim_precision@1
value: 0.78
name: Maxsim Precision@1
verified: no, type: MaxSim_precision@3
value: 0.6466666666666666
name: Maxsim Precision@3
verified: no, type: MaxSim_precision@5
value: 0.6000000000000001
name: Maxsim Precision@5
verified: no, type: MaxSim_precision@10
value: 0.53
name: Maxsim Precision@10
verified: no, type: MaxSim_recall@1
value: 0.11231081441624795
name: Maxsim Recall@1
verified: no, type: MaxSim_recall@3
value: 0.19718498662932682
name: Maxsim Recall@3
verified: no, type: MaxSim_recall@5
value: 0.2515039585287889
name: Maxsim Recall@5
verified: no, type: MaxSim_recall@10
value: 0.3827585204510568
name: Maxsim Recall@10
verified: no, type: MaxSim_ndcg@10
value: 0.6668364782038155
name: Maxsim Ndcg@10
verified: no, type: MaxSim_mrr@10
value: 0.8583333333333334
name: Maxsim Mrr@10
verified: no, type: MaxSim_map@100
value: 0.532138470469583
name: Maxsim Map@100
verified: no, task: type: py-late-information-retrieval
name: Py Late Information Retrieval
dataset: name: NanoFEVER
type: NanoFEVER
metrics: type: MaxSim_accuracy@1
value: 0.86
name: Maxsim Accuracy@1
verified: no, type: MaxSim_accuracy@3
value: 0.94
name: Maxsim Accuracy@3
verified: no, type: MaxSim_accuracy@5
value: 0.98
name: Maxsim Accuracy@5
verified: no, type: MaxSim_accuracy@10
value: 1
name: Maxsim Accuracy@10
verified: no, type: MaxSim_precision@1
value: 0.86
name: Maxsim Precision@1
verified: no, type: MaxSim_precision@3
value: 0.3399999999999999
name: Maxsim Precision@3
verified: no, type: MaxSim_precision@5
value: 0.21199999999999997
name: Maxsim Precision@5
verified: no, type: MaxSim_precision@10
value: 0.10999999999999999
name: Maxsim Precision@10
verified: no, type: MaxSim_recall@1
value: 0.7966666666666667
name: Maxsim Recall@1
verified: no, type: MaxSim_recall@3
value: 0.91
name: Maxsim Recall@3
verified: no, type: MaxSim_recall@5
value: 0.95
name: Maxsim Recall@5
verified: no, type: MaxSim_recall@10
value: 0.98
name: Maxsim Recall@10
verified: no, type: MaxSim_ndcg@10
value: 0.9113009102891444
name: Maxsim Ndcg@10
verified: no, type: MaxSim_mrr@10
value: 0.9095238095238095
name: Maxsim Mrr@10
verified: no, type: MaxSim_map@100
value: 0.8804077380952381
name: Maxsim Map@100
verified: no, task: type: py-late-information-retrieval
name: Py Late Information Retrieval
dataset: name: NanoFiQA2018
type: NanoFiQA2018
metrics: type: MaxSim_accuracy@1
value: 0.5
name: Maxsim Accuracy@1
verified: no, type: MaxSim_accuracy@3
value: 0.64
name: Maxsim Accuracy@3
verified: no, type: MaxSim_accuracy@5
value: 0.66
name: Maxsim Accuracy@5
verified: no, type: MaxSim_accuracy@10
value: 0.78
name: Maxsim Accuracy@10
verified: no, type: MaxSim_precision@1
value: 0.5
name: Maxsim Precision@1
verified: no, type: MaxSim_precision@3
value: 0.3
name: Maxsim Precision@3
verified: no, type: MaxSim_precision@5
value: 0.22399999999999998
name: Maxsim Precision@5
verified: no, type: MaxSim_precision@10
value: 0.13599999999999998
name: Maxsim Precision@10
verified: no, type: MaxSim_recall@1
value: 0.28257936507936504
name: Maxsim Recall@1
verified: no, type: MaxSim_recall@3
value: 0.45084920634920633
name: Maxsim Recall@3
verified: no, type: MaxSim_recall@5
value: 0.5012857142857142
name: Maxsim Recall@5
verified: no, type: MaxSim_recall@10
value: 0.5930079365079366
name: Maxsim Recall@10
verified: no, type: MaxSim_ndcg@10
value: 0.5242333453411014
name: Maxsim Ndcg@10
verified: no, type: MaxSim_mrr@10
value: 0.5883888888888889
name: Maxsim Mrr@10
verified: no, type: MaxSim_map@100
value: 0.4663825636525529
name: Maxsim Map@100
verified: no, task: type: py-late-information-retrieval
name: Py Late Information Retrieval
dataset: name: NanoHotpotQA
type: NanoHotpotQA
metrics: type: MaxSim_accuracy@1
value: 0.94
name: Maxsim Accuracy@1
verified: no, type: MaxSim_accuracy@3
value: 1
name: Maxsim Accuracy@3
verified: no, type: MaxSim_accuracy@5
value: 1
name: Maxsim Accuracy@5
verified: no, type: MaxSim_accuracy@10
value: 1
name: Maxsim Accuracy@10
verified: no, type: MaxSim_precision@1
value: 0.94
name: Maxsim Precision@1
verified: no, type: MaxSim_precision@3
value: 0.5666666666666667
name: Maxsim Precision@3
verified: no, type: MaxSim_precision@5
value: 0.3559999999999999
name: Maxsim Precision@5
verified: no, type: MaxSim_precision@10
value: 0.18599999999999994
name: Maxsim Precision@10
verified: no, type: MaxSim_recall@1
value: 0.47
name: Maxsim Recall@1
verified: no, type: MaxSim_recall@3
value: 0.85
name: Maxsim Recall@3
verified: no, type: MaxSim_recall@5
value: 0.89
name: Maxsim Recall@5
verified: no, type: MaxSim_recall@10
value: 0.93
name: Maxsim Recall@10
verified: no, type: MaxSim_ndcg@10
value: 0.8918313878583112
name: Maxsim Ndcg@10
verified: no, type: MaxSim_mrr@10
value: 0.9666666666666666
name: Maxsim Mrr@10
verified: no, type: MaxSim_map@100
value: 0.8388140096618357
name: Maxsim Map@100
verified: no, task: type: py-late-information-retrieval
name: Py Late Information Retrieval
dataset: name: NanoMSMARCO
type: NanoMSMARCO
metrics: type: MaxSim_accuracy@1
value: 0.58
name: Maxsim Accuracy@1
verified: no, type: MaxSim_accuracy@3
value: 0.68
name: Maxsim Accuracy@3
verified: no, type: MaxSim_accuracy@5
value: 0.74
name: Maxsim Accuracy@5
verified: no, type: MaxSim_accuracy@10
value: 0.82
name: Maxsim Accuracy@10
verified: no, type: MaxSim_precision@1
value: 0.58
name: Maxsim Precision@1
verified: no, type: MaxSim_precision@3
value: 0.22666666666666668
name: Maxsim Precision@3
verified: no, type: MaxSim_precision@5
value: 0.14800000000000002
name: Maxsim Precision@5
verified: no, type: MaxSim_precision@10
value: 0.08199999999999999
name: Maxsim Precision@10
verified: no, type: MaxSim_recall@1
value: 0.58
name: Maxsim Recall@1
verified: no, type: MaxSim_recall@3
value: 0.68
name: Maxsim Recall@3
verified: no, type: MaxSim_recall@5
value: 0.74
name: Maxsim Recall@5
verified: no, type: MaxSim_recall@10
value: 0.82
name: Maxsim Recall@10
verified: no, type: MaxSim_ndcg@10
value: 0.6902252545188936
name: Maxsim Ndcg@10
verified: no, type: MaxSim_mrr@10
value: 0.6501031746031746
name: Maxsim Mrr@10
verified: no, type: MaxSim_map@100
value: 0.6593558218584534
name: Maxsim Map@100
verified: no, task: type: py-late-information-retrieval
name: Py Late Information Retrieval
dataset: name: NanoNFCorpus
type: NanoNFCorpus
metrics: type: MaxSim_accuracy@1
value: 0.5
name: Maxsim Accuracy@1
verified: no, type: MaxSim_accuracy@3
value: 0.6
name: Maxsim Accuracy@3
verified: no, type: MaxSim_accuracy@5
value: 0.64
name: Maxsim Accuracy@5
verified: no, type: MaxSim_accuracy@10
value: 0.7
name: Maxsim Accuracy@10
verified: no, type: MaxSim_precision@1
value: 0.5
name: Maxsim Precision@1
verified: no, type: MaxSim_precision@3
value: 0.4
name: Maxsim Precision@3
verified: no, type: MaxSim_precision@5
value: 0.3560000000000001
name: Maxsim Precision@5
verified: no, type: MaxSim_precision@10
value: 0.28
name: Maxsim Precision@10
verified: no, type: MaxSim_recall@1
value: 0.06472705697215374
name: Maxsim Recall@1
verified: no, type: MaxSim_recall@3
value: 0.09880268446365006
name: Maxsim Recall@3
verified: no, type: MaxSim_recall@5
value: 0.12166169350643057
name: Maxsim Recall@5
verified: no, type: MaxSim_recall@10
value: 0.14660598371037648
name: Maxsim Recall@10
verified: no, type: MaxSim_ndcg@10
value: 0.3681157447334094
name: Maxsim Ndcg@10
verified: no, type: MaxSim_mrr@10
value: 0.5658333333333333
name: Maxsim Mrr@10
verified: no, type: MaxSim_map@100
value: 0.17231143133969085
name: Maxsim Map@100
verified: no, task: type: py-late-information-retrieval
name: Py Late Information Retrieval
dataset: name: NanoNQ
type: NanoNQ
metrics: type: MaxSim_accuracy@1
value: 0.58
name: Maxsim Accuracy@1
verified: no, type: MaxSim_accuracy@3
value: 0.72
name: Maxsim Accuracy@3
verified: no, type: MaxSim_accuracy@5
value: 0.82
name: Maxsim Accuracy@5
verified: no, type: MaxSim_accuracy@10
value: 0.9
name: Maxsim Accuracy@10
verified: no, type: MaxSim_precision@1
value: 0.58
name: Maxsim Precision@1
verified: no, type: MaxSim_precision@3
value: 0.24
name: Maxsim Precision@3
verified: no, type: MaxSim_precision@5
value: 0.17199999999999996
name: Maxsim Precision@5
verified: no, type: MaxSim_precision@10
value: 0.09599999999999997
name: Maxsim Precision@10
verified: no, type: MaxSim_recall@1
value: 0.55
name: Maxsim Recall@1
verified: no, type: MaxSim_recall@3
value: 0.67
name: Maxsim Recall@3
verified: no, type: MaxSim_recall@5
value: 0.78
name: Maxsim Recall@5
verified: no, type: MaxSim_recall@10
value: 0.86
name: Maxsim Recall@10
verified: no, type: MaxSim_ndcg@10
value: 0.7085689105698346
name: Maxsim Ndcg@10
verified: no, type: MaxSim_mrr@10
value: 0.6787142857142857
name: Maxsim Mrr@10
verified: no, type: MaxSim_map@100
value: 0.6543090180774391
name: Maxsim Map@100
verified: no, task: type: py-late-information-retrieval
name: Py Late Information Retrieval
dataset: name: NanoQuoraRetrieval
type: NanoQuoraRetrieval
metrics: type: MaxSim_accuracy@1
value: 0.96
name: Maxsim Accuracy@1
verified: no, type: MaxSim_accuracy@3
value: 1
name: Maxsim Accuracy@3
verified: no, type: MaxSim_accuracy@5
value: 1
name: Maxsim Accuracy@5
verified: no, type: MaxSim_accuracy@10
value: 1
name: Maxsim Accuracy@10
verified: no, type: MaxSim_precision@1
value: 0.96
name: Maxsim Precision@1
verified: no, type: MaxSim_precision@3
value: 0.3933333333333333
name: Maxsim Precision@3
verified: no, type: MaxSim_precision@5
value: 0.24799999999999997
name: Maxsim Precision@5
verified: no, type: MaxSim_precision@10
value: 0.13199999999999998
name: Maxsim Precision@10
verified: no, type: MaxSim_recall@1
value: 0.8373333333333334
name: Maxsim Recall@1
verified: no, type: MaxSim_recall@3
value: 0.9486666666666668
name: Maxsim Recall@3
verified: no, type: MaxSim_recall@5
value: 0.9626666666666668
name: Maxsim Recall@5
verified: no, type: MaxSim_recall@10
value: 0.9833333333333333
name: Maxsim Recall@10
verified: no, type: MaxSim_ndcg@10
value: 0.9609623318470277
name: Maxsim Ndcg@10
verified: no, type: MaxSim_mrr@10
value: 0.98
name: Maxsim Mrr@10
verified: no, type: MaxSim_map@100
value: 0.9420639971139971
name: Maxsim Map@100
verified: no, task: type: py-late-information-retrieval
name: Py Late Information Retrieval
dataset: name: NanoSCIDOCS
type: NanoSCIDOCS
metrics: type: MaxSim_accuracy@1
value: 0.48
name: Maxsim Accuracy@1
verified: no, type: MaxSim_accuracy@3
value: 0.72
name: Maxsim Accuracy@3
verified: no, type: MaxSim_accuracy@5
value: 0.76
name: Maxsim Accuracy@5
verified: no, type: MaxSim_accuracy@10
value: 0.86
name: Maxsim Accuracy@10
verified: no, type: MaxSim_precision@1
value: 0.48
name: Maxsim Precision@1
verified: no, type: MaxSim_precision@3
value: 0.35999999999999993
name: Maxsim Precision@3
verified: no, type: MaxSim_precision@5
value: 0.284
name: Maxsim Precision@5
verified: no, type: MaxSim_precision@10
value: 0.192
name: Maxsim Precision@10
verified: no, type: MaxSim_recall@1
value: 0.10166666666666666
name: Maxsim Recall@1
verified: no, type: MaxSim_recall@3
value: 0.22166666666666665
name: Maxsim Recall@3
verified: no, type: MaxSim_recall@5
value: 0.28966666666666663
name: Maxsim Recall@5
verified: no, type: MaxSim_recall@10
value: 0.39166666666666666
name: Maxsim Recall@10
verified: no, type: MaxSim_ndcg@10
value: 0.38777798626622473
name: Maxsim Ndcg@10
verified: no, type: MaxSim_mrr@10
value: 0.6133809523809525
name: Maxsim Mrr@10
verified: no, type: MaxSim_map@100
value: 0.30159944576020853
name: Maxsim Map@100
verified: no, task: type: py-late-information-retrieval
name: Py Late Information Retrieval
dataset: name: NanoArguAna
type: NanoArguAna
metrics: type: MaxSim_accuracy@1
value: 0.16
name: Maxsim Accuracy@1
verified: no, type: MaxSim_accuracy@3
value: 0.5
name: Maxsim Accuracy@3
verified: no, type: MaxSim_accuracy@5
value: 0.62
name: Maxsim Accuracy@5
verified: no, type: MaxSim_accuracy@10
value: 0.82
name: Maxsim Accuracy@10
verified: no, type: MaxSim_precision@1
value: 0.16
name: Maxsim Precision@1
verified: no, type: MaxSim_precision@3
value: 0.16666666666666663
name: Maxsim Precision@3
verified: no, type: MaxSim_precision@5
value: 0.12400000000000003
name: Maxsim Precision@5
verified: no, type: MaxSim_precision@10
value: 0.08199999999999999
name: Maxsim Precision@10
verified: no, type: MaxSim_recall@1
value: 0.16
name: Maxsim Recall@1
verified: no, type: MaxSim_recall@3
value: 0.5
name: Maxsim Recall@3
verified: no, type: MaxSim_recall@5
value: 0.62
name: Maxsim Recall@5
verified: no, type: MaxSim_recall@10
value: 0.82
name: Maxsim Recall@10
verified: no, type: MaxSim_ndcg@10
value: 0.47567106787289914
name: Maxsim Ndcg@10
verified: no, type: MaxSim_mrr@10
value: 0.3671111111111111
name: Maxsim Mrr@10
verified: no, type: MaxSim_map@100
value: 0.37145718958470925
name: Maxsim Map@100
verified: no, task: type: py-late-information-retrieval
name: Py Late Information Retrieval
dataset: name: NanoSciFact
type: NanoSciFact
metrics: type: MaxSim_accuracy@1
value: 0.72
name: Maxsim Accuracy@1
verified: no, type: MaxSim_accuracy@3
value: 0.84
name: Maxsim Accuracy@3
verified: no, type: MaxSim_accuracy@5
value: 0.84
name: Maxsim Accuracy@5
verified: no, type: MaxSim_accuracy@10
value: 0.86
name: Maxsim Accuracy@10
verified: no, type: MaxSim_precision@1
value: 0.72
name: Maxsim Precision@1
verified: no, type: MaxSim_precision@3
value: 0.29333333333333333
name: Maxsim Precision@3
verified: no, type: MaxSim_precision@5
value: 0.18799999999999997
name: Maxsim Precision@5
verified: no, type: MaxSim_precision@10
value: 0.09599999999999997
name: Maxsim Precision@10
verified: no, type: MaxSim_recall@1
value: 0.695
name: Maxsim Recall@1
verified: no, type: MaxSim_recall@3
value: 0.82
name: Maxsim Recall@3
verified: no, type: MaxSim_recall@5
value: 0.84
name: Maxsim Recall@5
verified: no, type: MaxSim_recall@10
value: 0.85
name: Maxsim Recall@10
verified: no, type: MaxSim_ndcg@10
value: 0.7943497079909279
name: Maxsim Ndcg@10
verified: no, type: MaxSim_mrr@10
value: 0.7799999999999998
name: Maxsim Mrr@10
verified: no, type: MaxSim_map@100
value: 0.7769113522745599
name: Maxsim Map@100
verified: no, task: type: py-late-information-retrieval
name: Py Late Information Retrieval
dataset: name: NanoTouche2020
type: NanoTouche2020
metrics: type: MaxSim_accuracy@1
value: 0.8163265306122449
name: Maxsim Accuracy@1
verified: no, type: MaxSim_accuracy@3
value: 0.9795918367346939
name: Maxsim Accuracy@3
verified: no, type: MaxSim_accuracy@5
value: 0.9795918367346939
name: Maxsim Accuracy@5
verified: no, type: MaxSim_accuracy@10
value: 1
name: Maxsim Accuracy@10
verified: no, type: MaxSim_precision@1
value: 0.8163265306122449
name: Maxsim Precision@1
verified: no, type: MaxSim_precision@3
value: 0.7210884353741496
name: Maxsim Precision@3
verified: no, type: MaxSim_precision@5
value: 0.6530612244897959
name: Maxsim Precision@5
verified: no, type: MaxSim_precision@10
value: 0.5510204081632653
name: Maxsim Precision@10
verified: no, type: MaxSim_recall@1
value: 0.05492567388541453
name: Maxsim Recall@1
verified: no, type: MaxSim_recall@3
value: 0.14618659815433527
name: Maxsim Recall@3
verified: no, type: MaxSim_recall@5
value: 0.21615229246201462
name: Maxsim Recall@5
verified: no, type: MaxSim_recall@10
value: 0.35053940409516887
name: Maxsim Recall@10
verified: no, type: MaxSim_ndcg@10
value: 0.6255925383730097
name: Maxsim Ndcg@10
verified: no, type: MaxSim_mrr@10
value: 0.8906705539358599
name: Maxsim Mrr@10
verified: no, type: MaxSim_map@100
value: 0.4430753846973072
name: Maxsim Map@100
verified: no, task: type: nano-beir
name: Nano BEIR
dataset: name: NanoBEIR mean
type: NanoBEIR_mean
metrics: type: MaxSim_accuracy@1
value: 0.6274097331240187
name: Maxsim Accuracy@1
verified: no, type: MaxSim_accuracy@3
value: 0.7645839874411303
name: Maxsim Accuracy@3
verified: no, type: MaxSim_accuracy@5
value: 0.8076609105180533
name: Maxsim Accuracy@5
verified: no, type: MaxSim_accuracy@10
value: 0.883076923076923
name: Maxsim Accuracy@10
verified: no, type: MaxSim_precision@1
value: 0.6274097331240187
name: Maxsim Precision@1
verified: no, type: MaxSim_precision@3
value: 0.36982731554160114
name: Maxsim Precision@3
verified: no, type: MaxSim_precision@5
value: 0.28438932496075353
name: Maxsim Precision@5
verified: no, type: MaxSim_precision@10
value: 0.19900156985871267
name: Maxsim Precision@10
verified: no, type: MaxSim_recall@1
value: 0.3720674033605012
name: Maxsim Recall@1
verified: no, type: MaxSim_recall@3
value: 0.5145402673535784
name: Maxsim Recall@3
verified: no, type: MaxSim_recall@5
value: 0.5716874609320216
name: Maxsim Recall@5
verified: no, type: MaxSim_recall@10
value: 0.6569419367767595
name: Maxsim Recall@10
verified: no, type: MaxSim_ndcg@10
value: 0.6405054009190804
name: Maxsim Ndcg@10
verified: no, type: MaxSim_mrr@10
value: 0.7104758789962872
name: Maxsim Mrr@10
verified: no, type: MaxSim_map@100
value: 0.5602066798193307
name: Maxsim Map@100
verified: no
license: apache-2.0
Likes: 26 | All-time downloads: 1063564
Created: 2025-10-13 08:54:04