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Vision-Language In-Context Learning on VL-ICL Bench Fast Open MiniImageNet (test)
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100
Top-1 Accuracy
ReVisIT (GPT-4.1)
16.28
38.015
59.75
81.485
Jul 1, 2026
Top-1 Accuracy
Updated 23d ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy
ReVisIT (GPT-4.1)
K (shots per class)=2
2026.07
100
ReVisIT (GPT-4.1)
K (shots per class)=4
2026.07
100
ReVisIT (Doubao-1.5)
K (shots per class)=4
2026.07
100
ReVisIT (Doubao-1.5)
K (shots per class)=2
2026.07
99.5
LLaVA-OneVision-72B
K (shots per class)=4
2026.07
98.7
ReVisIT (Qwen3-VL-30B, open)
K (shots per class)=4
2026.07
98.5
ReVisIT (Doubao-1.5)
K (shots per class)=1
2026.07
97.5
ReVisIT (GPT-4.1)
K (shots per class)=1
2026.07
96.5
ReVisIT (Qwen3-VL-30B, open)
K (shots per class)=2
2026.07
95
ReVisIT (Qwen3-VL-30B, open)
K (shots per class)=1
2026.07
80
GPT-4V
K (shots per class)=4
2026.07
78
IDEFICS-80B
K (shots per class)=4
2026.07
62.5
Qwen-VL-Chat
K (shots per class)=4
2026.07
58
ReVisIT (Qwen3-VL-30B, open)
K (shots per class)=0
2026.07
19.5
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