Waterbirds
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Waterbirds pixel space (test)
70.46Average Accuracy
5
Waterbirds (shifted)
93.7Worst Accuracy
5
Waterbirds (test)
89.2Unbiased Accuracy
5
WaterBirds ID Placesbg OOD
93.45AUROC
4
Waterbirds 100%
59.27Pointing Game Accuracy
4
Waterbirds 95%
69.38Pointing Game Accuracy
4
Waterbirds (test)
7.72Relative Improvement (Avg Acc)
2
Waterbirds 10-shot (OOD)
98.2LL
2
Waterbirds 5-shot (OOD)
98.8LL Performance
2
Waterbirds 1-shot (OOD)
99.1LL Score
2