Benchmarks
Benchmarks
TaskDatasetSOTA resultTrendResults
Benchmarks Budgets k=1, 5, 10, 25 (Aggregated)
42.73AUC (SR, dB)
66
Zero-shot Benchmarks Average
68.6Average Accuracy
60
Benchmarks 0-shot
73.330-shot Average Score
33
Zero-shot Benchmarks
73.07Average Zero-shot Accuracy
21
10 Benchmarks Average (test)
67.4Accuracy (Average)
15
14 benchmarks 8 spatial and 6 real-world (test)
74.5Average Accuracy (14 Benchmarks)
14
Combined 9 Benchmarks
100Average Accuracy
13
six benchmarks (macro-average)
78.8Accuracy
6
19 short-context benchmarks
41.32ShortAvg
6
Benchmarks 12 task columns
3.1Average Rank
5