Our new X account is live! Follow @wizwand_team for updates

Image Classification on 8 Vision Benchmarks (SUN397, Cars, RESISC45, EuroSAT, SVHN, GTSRB, MNIST, DTD)

77.1SUN397 Accuracy

FREE-Merging

Updated 4d ago

Evaluation Results

Method	Links
FREE-Merging 2025.12		77.1	78.23	93.48	99.55	96.3	98.21	99.57	75.47	89.74	1.05	10
Individual 2025.12		74.49	77.73	98.22	99.8	97.46	98.73	99.69	79.36	90.69	-	-
DTS-T 2025.12		74.15	76.85	97.92	99.66	97	98.34	99.63	79.03	90.32	0.4	3.68
DTS-D 2025.12		74.15	76.87	97.98	99.78	97.36	98.63	99.67	78.78	90.4	0.39	3.68
T-Switch 2025.12		74.05	77.32	96.47	99.52	97.33	98.41	99.56	78.55	90.15	0.59	6.25
DTS-T* 2025.12		74.01	76.13	97.74	99.52	96.96	98.15	99.6	78.51	90.08	0.67	0.98
DTS-D* 2025.12		73.97	76.42	97.58	99.56	97.13	98.58	99.47	78.63	90.17	0.57	0.98
WEMOE 2025.12		73.92	77.36	93.58	99.11	96.25	98.64	99.57	76.43	89.36	1.47	49.95
TALL-Mask 2025.12		73.02	77.38	97.63	99.38	97.15	98.46	99.66	77.61	90.04	0.71	15.62
Twin-Merging 2025.12		71.56	68.78	89.97	72.11	96.65	93.35	99.66	72.5	83.07	8.41	100
SVD 2025.12		71.18	71.6	96.95	99.64	97.24	98.02	99.66	77.58	88.98	1.88	5.87
EMR-Merging 2025.12		71.02	72.75	93.49	99.24	96.86	98.12	99.58	74.36	88.18	2.77	15.62
Fisher-Merging 2025.12		68.69	69.21	70.73	66.41	72.91	51.17	87.94	59.99	68.38	24.61	0
AdaMerging++ 2025.12		66.61	68.34	82.28	94.11	89.54	89.01	98.18	60.66	81.09	10.58	0
Weight-Averaging 2025.12		65.35	63.41	71.42	71.69	64.2	52.82	87.56	50.18	65.83	27.42	0
RegMean 2025.12		65.35	63.53	75.61	78.66	78.1	67.49	93.75	52.02	71.81	20.71	0
DARE 2025.12		64.76	63.08	71.02	70.7	62.04	50.68	86.17	50.64	64.89	28.45	0
AdaMerging 2025.12		64.44	68.05	79.31	93.8	87.06	91.93	97.56	59.11	80.16	11.62	0
Ties-Merging 2025.12		64.17	64.43	76.31	76.62	81.28	69.37	96.53	54.52	72.9	19.62	0
Task-Arithmetic 2025.12		54.78	54.98	67.69	78.7	80.21	69.68	97.34	50.37	69.22	23.68	0