CUB
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CUB (all)
9.2Normalized L2 Distance
6
CUB-200 50%
21.12FID
6
CUB-200 100%
11.58FID
6
CUB 2011
62.9IoU
6
CUB in-domain (test)
93.16Test Accuracy
6
CUB 5-way 5-shot (test)
97.12Accuracy
6
CUB200
0.003L2 Error
6
CUB Caption (test)
26.8R-P
6
CUB Caption (test)
26.3R-P
6
CUB 41 (test)
75.7mIoU
6
CUB-200 (test)
91.8Accuracy
6
CUB-200 2011 (test)
3.91Mean Error (% Edge Length)
6
CUB200 (test)
82.25Accuracy (%)
5
CUB-200 OOD (7 withheld species) zero-shot 2011
85.1OOD Genus Accuracy
5
CUB-200 193 in-distribution classes 2011 (test)
85.2Species Accuracy
5
CUB 500 prompts
5.65Aesthetic Score
5
CUB200
59.98Accuracy (Round 1)
5
CUB-200
3.47Median L2 Distortion
5
CUB
1.02Training Time
5
CUB-200 2011 (test)
58.08Test Accuracy
5
CUB200 (train)
100Accuracy
5
CUB-LoRA
18.34Macro-F1
5
CUB-200 2011
5.36Score (CUB-Aligned)
5
CUB-200 Split
91.34Final Average Accuracy (FAA)
5
CUB200
0.1Trainable Params (MB)
5