Flowers
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Flowers
97.38TA
10
Flowers102
93.5Accuracy (All)
10
Flowers
98.57Base Accuracy
10
Flowers102
39.14Robustness Score
10
Flowers-102 Hue-shifted (test)
75.66Accuracy
10
Flowers PGDL tasks (train test)
6.26CMI Score
10
Flowers (test)
83.79Top-1 Acc (20% Noise)
10
Flowers
95.4Top-1 Accuracy
9
FLOWERS
98.91Accuracy
9
Flowers insd (test)
82Accuracy
9
Flowers rand (test)
93.2Accuracy
9
Flowers102
14.48Average Robust Accuracy
9
Flowers102 High-budget regime, cycles 14-20
99.3AULC
9
Flowers102 (test)
99.42Base Accuracy
9
Flowers102 Pathological Non-IID (test)
96.23Accuracy
9
Flowers
98.5Mean Per-Class Accuracy
9
Flowers
92.9Average Score
8
Flowers101 novel classes
63.32Accuracy
8
FLOWERS-102
72.42Accuracy
8
Flowers102
31.52Robust Accuracy
8
Flowers Species
0.892NMI
8
Flowers-102
95.97Accuracy
8
Flowers-102 (test)
59.9Mean Accuracy
8
Flowers102 4-shot
95.6Accuracy
8
Flowers-102
87.87Accuracy (Clean)
8