Trec
Benchmarks
TaskDatasetSOTA resultTrendResults
TREC
98Accuracy
311
TREC
98.07Accuracy
274
TREC (test)
97.53Accuracy
150
TREC DL 2020
70.86NDCG@10
132
TREC (test)
97.2Accuracy
132
TREC 2020 (test)
70.9NDCG@10
55
TREC DL'19 and DL'20 (2-fold train-test)
40.33AP-τ
48
TREC 6-class (test)
97.6Accuracy
41
Trec
0Empirical Privacy Lower Bound (ϵ_emp)
40
TREC
74.45NDCG@5 (DL19)
35
Trec synthetic noise (test)
97.2Accuracy
34
TREC50
1.36Generalization Error G(W)
30
TREC LongBench
68.5Accuracy
30
TREC
72.75Macro-F1
30
TREC (val)
93.54Top-1 Acc
30
TREC
86.2Macro F1 Score
26
trec6
93.7Accuracy
26
TREC DL
93.4NDCG@10
25
TREC
78.72Spearman's rho (x100)
23
Trec Merge Imbalance, with Label Noise (pool)
62.43Balanced Accuracy
22
TREC (test)
63.1Exact Match (EM)
21
TREC 50 (test)
97.2Accuracy
21
TREC 2023
76.5Accuracy
20
TREC 2022
76.5Accuracy
20
TREC 2021
72Accuracy
20