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Benchmarks
Image Captioning on COCO (Coco, Avg %)
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100
COCO Score
PiToMe
66.72
75.36
84
92.64
May 1, 2026
COCO Score
Average Score (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
COCO Score
Average Score (%)
PiToMe
Backbone=InternVL2-8B,...
2026.05
100
95.54
PiToMe
Backbone=InternVL2-8B,...
2026.05
99
95.99
LightKV
Backbone=InternVL2-8B,...
2026.05
91
100.19
Vanilla
Backbone=InternVL2-8B,...
2026.05
90
100
LightKV
Backbone=InternVL2-8B,...
2026.05
88
99.58
ToMe (P)
Backbone=InternVL2-8B,...
2026.05
87
97.86
ToFu
Backbone=InternVL2-8B,...
2026.05
81
95.49
ToMe (P)
Backbone=InternVL2-8B,...
2026.05
81
95.62
FastV
Backbone=InternVL2-8B,...
2026.05
80
81.9
ToFu
Backbone=InternVL2-8B,...
2026.05
75
95.82
FastV
Backbone=InternVL2-8B,...
2026.05
68
79.49
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