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Image Classification on TALL-20

93.5Accuracy

Fine-tuned

Updated 1mo ago

Evaluation Results

Method	Links
Fine-tuned 2025.12		93.5	100
MTL 2025.12		91.8	98.2
SAMerging 2025.12		89.9	96.1
Fine-tuned 2025.12		89.8	100
MTL 2025.12		88.9	99
Isotropic Merging 2025.12		84.8	90.7
RegMean++ 2025.12		82.5	88.2
SAMerging 2025.12		81.1	90.3
AdaMerging LW 2025.12		79	84.5
RegMean 2025.12		78.8	87.8
SWUDI → AdaMerging 2026.06		78.12	-
SWUDI-A → AdaMerging 2026.06		78.03	-
SWUDI-A 2026.06		75.62	-
SWUDI 2026.06		75.6	-
RegMean++ 2025.12		74	82.4
Isotropic Merging 2025.12		73.5	81.8
TSV Merging 2026.06		73.22	-
PCB Merging 2025.12		72.6	77.6
τ^cf = DC† 2026.06		72.54	-
TIES-Merging 2025.12		72.3	77.3
AdaMerging LW 2025.12		71.5	76.5
Simple Averaging 2025.12		71.1	76
Task Arithmetic 2025.12		71.1	76
Fisher 2025.12		70.4	75.3
Iso-C 2026.06		70.35	-
RegMean 2025.12		70	78
AdaMerging LW 2025.12		69.4	77.3
Pretrained 2025.12		65.6	70.2
PCB Merging 2025.12		64.1	71.4
TIES Merging 2026.06		62.76	-
TIES-Merging 2025.12		62.7	69.8
TIES w/ DARE 2026.06		62.22	-
Fisher 2025.12		62.2	69.3
OptMerge 2026.06		61.71	-
AdaMerging LW 2025.12		61.5	68.5
Simple Averaging 2025.12		61.1	68
Task Arithmetic 2025.12		61.1	68
Weight Average 2026.06		61.1	-
WUDI Merging 2026.06		61.06	-
Task Arithmetic 2026.06		60.62	-
TA w/ DARE 2026.06		60.55	-
Pretrained 2025.12		55.6	61.9