Image Classification on RESISC45, SVHN Unseen Tasks (test) benchmark leaderboard · SOTA2 Research

Image Classification on RESISC45, SVHN Unseen Tasks (test)

98.85RESISC45 AccuracyIndividual

Evaluation Results

Method	Links
Individual2025.12		98.85	98.11	98.48
Individual2025.12		98.22	97.46	97.84
DTS-T*2025.12		72.98	71.95	72.47
DTS-T2025.12		72.9	71.8	72.35
DTS-D*2025.12		72.75	72.69	72.72
DTS-D2025.12		72.58	72.01	72.3
DARE2025.12		71.87	65.8	68.84
SVD2025.12		71.33	58.45	64.89
T-Switch2025.12		71.33	58.45	64.89
Fisher-Merging2025.12		70.55	64.75	67.65
Task-Arithmetic2025.12		69.02	69.89	69.46
Twin-Merging2025.12		69.02	69.89	69.46
TALL-Mask2025.12		69.02	69.89	69.46
Ties-Merging2025.12		66	72.32	69.16
AdaMerging2025.12		64.18	78.57	71.38
DTS-D*2025.12		61.42	49.57	55.5
WEMOE2025.12		61.36	76.58	68.97
DTS-T2025.12		61.35	49.11	55.23
DTS-T*2025.12		61.32	48.92	55.12
DTS-D2025.12		60.91	49.91	55.41
SVD2025.12		60.6	23.5	42.05
T-Switch2025.12		60.6	23.5	42.05
Ties-Merging2025.12		60.36	47.34	53.85
Fisher-Merging2025.12		60.25	42.51	51.38
EMR-Merging2025.12		60.03	70.6	65.32
RegMean2025.12		59.94	75.52	67.73
Task-Arithmetic2025.12		52.43	45.27	48.85
Twin-Merging2025.12		52.43	45.27	48.85
TALL-Mask2025.12		52.43	45.27	48.85
DARE2025.12		51.6	49.36	50.48
RegMean2025.12		50.22	51.5	50.86
AdaMerging2025.12		48.75	60.72	54.74
WEMOE2025.12		47.39	51.37	49.38
EMR-Merging2025.12		28.95	49.8	39.38