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Benchmarks
Visual Emotion Understanding on EmoSet large-scale (full)
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85.3
Accuracy
UniEmo
27.3616
42.4033
57.445
72.4867
Jul 31, 2025
Accuracy
Updated 9d ago
Evaluation Results
Method
Method
Links
Accuracy
UniEmo
Backbone=ViT-L/14, Par...
2025.07
85.3
UniEmo
Backbone=ViT-B/16, Par...
2025.07
84.54
UniEmo
Backbone=ViT-B/32, Par...
2025.07
83.52
EmoVIT
Backbone=ViT-L/14, Par...
2025.07
83.36
MVP
Backbone=ViT-B/32, Par...
2025.07
81.92
CoCoOp
Backbone=ViT-B/32, Par...
2025.07
80.31
SimEmotion
Backbone=ViT-B/32, Par...
2025.07
79.06
PT-DPC
Backbone=ViT-B/32, Par...
2025.07
77.13
CoOp
Backbone=ViT-B/32, Par...
2025.07
76.19
MDAN
Backbone=ResNet-101, P...
2025.07
75.75
BLIP2
Backbone=ViT-L/14, Par...
2025.07
46.79
LLaVA
Backbone=ViT-L/14, Par...
2025.07
44.03
InstructBLIP
Backbone=ViT-L/14, Par...
2025.07
42.2
Flamingo
Backbone=ViT-L/14, Par...
2025.07
29.59
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