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Benchmarks
Material Classification on FMD (test)
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45
Mean Accuracy
FastViT-SA12
23.472
29.061
34.65
40.239
Feb 6, 2026
Mean Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Mean Accuracy
FastViT-SA12
Params=10.60M, FLOPs=1...
2026.02
45
TwistNet-18
Params=11.59M, FLOPs=1...
2026.02
43.5
ResNet-18
Params=11.20M, FLOPs=1...
2026.02
42.6
SE-ResNet-18
Params=11.29M, FLOPs=1...
2026.02
40.8
RepViT-M1.5
Params=13.67M, FLOPs=2...
2026.02
36.6
Swin-Tiny
Params=27.56M, FLOPs=4...
2026.02
35.9
ConvNeXtV2-Nano
Params=15.01M, FLOPs=2...
2026.02
29.7
ConvNeXt-Tiny
Params=27.86M, FLOPs=4...
2026.02
24.3
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