Image Classification on 7 Vision Benchmarks Suite (MNIST, SVHN, Cars, DTD, GTSRB, EuroSAT, RESISC45) benchmark leaderboard · SOTA2 Research

Image Classification on 7 Vision Benchmarks Suite (MNIST, SVHN, Cars, DTD, GTSRB, EuroSAT, RESISC45)

100MNIST AccuracyFinetuning

Evaluation Results

Method	Links
Finetuning2026.07		100	100	100	100	100	100	100	100
Finetuning2026.07		100	100	100	100	100	100	100	100
PoE-EBM2026.07		99.68	96.45	94.91	85.47	95.18	97.14	92.21	94.43
Concrete-TA2026.07		99.23	90.38	91.82	68.06	87.9	94.03	92.38	89.12
PoE-EBM2026.07		99.2	94.03	86.34	78.19	89.6	90.24	81.64	88.46
DOGE-TA2026.07		99.12	96.49	97.49	73.88	94.8	96.55	95.01	93.34
TA-DARE-TIES2026.07		98.86	90.04	89.48	74.37	84.43	87.91	86.3	87.36
DOGE-TA2026.07		98.73	89.8	92.37	66.1	88.55	90.13	86.3	87.42
Concrete-TA2026.07		97.31	82.09	75.95	60.2	71.92	76.39	75.01	77.08
TA-DARE-TIES2026.07		96.29	84.16	77.81	62.6	71.48	70.64	70.75	76.25
Task Arithmetic (TA)2026.07		93.12	72.18	86.34	61.64	66.96	69.03	76.82	75.16
Task Arithmetic (TA)2026.07		90.95	73.52	78.81	56.53	63.25	66.3	72.53	71.7
Fisher Merging2026.07		90.06	84.49	90.56	56.04	58.5	77.28	77.57	75.91
Weight averaging2026.07		85.28	65.71	78.71	53.2	55.89	63.59	71.56	67.7
Fisher Merging2026.07		83.94	63.58	86.24	58.65	59.03	99.18	71.51	74.89
Weight averaging2026.07		80.05	60.42	83.91	56.15	57.83	54.6	70.42	66.2