CUB
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CUB Indigo Bunting vs. Blue Grosbeak 2011 (test)
92Average Accuracy (Indigo Bunting)
4
CUB-200-2011 Nc=317 (test)
13.5Top-5 Accuracy
4
CUB
29CLIP I2T Score
4
CUB
20.72FID (uncond)
4
CUB-200
76.2Insertion AUC
4
CUB-200 (test)
57.6mIoU
4
CUB-200-C 100-sample
4.3Focus Relevance
4
CUB200
57.4Component Accuracy (CAcc)
4
CUB-200 2011 (unseen species)
35.82FID
4
CUB 200
9.27Inception Score
4
CUB 256x256
65.11Steerability
4
CUB-200
1Explanation Effectiveness (EE)
4
CUB
91.4Accuracy
4
CUB
122.88Total Communication Size (GB)
4
CUB-200 (test)
10.84FID (Reconstruction)
4
CUB 200 2011 (test)
96.02Average F1 Score
4
CUB
8.1Rule Extraction Time (s)
4
CUB
42.86Consistency
4
CUB-200 2011
6.81KID
4
CUB (Novel species)
76.99PCK
4
CUB Seen Species, Novel Setting
78.17PCK
4
CUB Unseen Species, Base Setting
87.94PCK
4
CUB-200 2011
14.3KID
4
CUB 200-2011 3
19.4Normalized Mean Error
4
CUB 200 2011
17.54Normalized Mean Error
4