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Benchmarks
Category Retrieval on Amazon Sports (test)
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58.63
Recall@50
PATTON
20.5348
30.4249
40.315
50.2051
May 20, 2023
Recall@50
Recall@100
Updated 4d ago
Evaluation Results
Method
Method
Links
Recall@50
Recall@100
PATTON
Protocol=16-shot
2023.05
58.63
68.53
w/o NMLM
Protocol=16-shot, Meth...
2023.05
57.05
67.22
BERT.MLM
Protocol=16-shot, Pre-...
2023.05
54.1
63.14
SimCSE.in-domain
Protocol=16-shot, Doma...
2023.05
53.77
63.73
w/o MNP
Protocol=16-shot, Meth...
2023.05
51.73
60.35
SimCSE (sup)
Protocol=16-shot, Mode...
2023.05
40.31
50.55
SimCSE (unsup)
Protocol=16-shot, Mode...
2023.05
38.81
49.3
GraphFormers
Protocol=16-shot
2023.05
32.39
43.29
BERT
Protocol=16-shot
2023.05
32.37
43.32
LinkBERT
Protocol=16-shot
2023.05
31.97
41.77
BM25
Protocol=16-shot
2023.05
22
23.96
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