CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10 (test)
64.2CIFAR-10 Classification Score
9
CIFAR-10 Kimi-VL
0.244CLIP Similarity (RN-50)
9
CIFAR-10 BLIP-2
0.24CLIP Similarity (RN-50)
9
CIFAR-10 OpenFlamingo
0.243CLIP Similarity (RN-50)
9
CIFAR-10 InternVL3
0.26CLIP Similarity (RN-50)
9
CIFAR-100 gamma=10 (Pathological)
43.83Accuracy
9
CIFAR-100 gamma=20 (Pathological)
0.479Accuracy
9
CIFAR-10 gamma=6 (Pathological)
84.43Accuracy
9
CIFAR-100-KR (test)
97.78Df
9
CIFAR-100 (test)
98.42Deletion Factor (Df)
9
CIFAR-10 (retain)
100Accuracy
9
CIFAR-10 forget split (10%)
100Accuracy
9
CIFAR-100
86.06Accuracy
9
S-CIFAR-100 5 Step (test)
80.4Avg Top-1 Acc
9
S-CIFAR-100 20 Step
81.49Avg Top-1 Acc
9
CIFAR-100 (IID)
64.29Clean Accuracy
9
CIFAR-10 (Retain)
100Accuracy
9
CIFAR10-DVS binary (test)
100ASR (General)
9
CIFAR10 (test)
768,560Average Samples
9
CIFAR-10 (test)
86.61Certified Accuracy (r=0.0)
9
Cifar10 Dirichlet(10) (test)
51.1Worst Accuracy
9
CIFAR-100
36.86Acc (alpha=0.1)
9
CIFAR-10
73.79Accuracy (alpha=0.1)
9
CIFAR-100 l_inf, epsilon=8/255 (test)
73.85Clean Accuracy
9
CIFAR-10 (test)
25.44PSNR
9