MR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MR
94.52Accuracy
174
MR (test)
93.13Accuracy
164
MR
0.939Accuracy
160
MR (test)
98.6Accuracy
154
MR
90.8Accuracy
148
MR
72.96Accuracy
24
MR
0.888Spearman's rho
23
MR
62.2ASR
22
MR
2Latency (ms)
20
MR
0.99AUC
20
MR
89.85CA
20
MR 20% (test)
0.131MSE
18
MR 20% (test)
0.154MSE
18
MR (test)
90.2MAP
17
MR
89.15Micro-F1
16
MR few-shot zero-shot
88Accuracy
16
MR 25% (test)
1MRR
15
MR 2 tasks
73Average Performance
13
MR (10-fold cross-validation)
83.1Accuracy
13
MR 25% split (test)
90.2MAP
13
MR
0.909Accuracy
12
MR
61.22ARI
12
MR
89.6Avg Accuracy
11
MR Near OOD
99.4Accuracy
10
MR small-scale (test)
86.5Accuracy
10