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Benchmarks
Multimodal Perception on MME perception-related tasks
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195
Existence
HIME
181.1368
184.7359
188.335
191.9341
Feb 21, 2026
Existence
Count
Position
Color
Posters
Celebrity
Scene
Landmark
Artwork
OCR
Updated 3d ago
Evaluation Results
Method
Method
Links
Existence
Count
Position
Color
Posters
Celebrity
Scene
Landmark
Artwork
OCR
HIME
Backbone=LLaVA-1.5
2026.02
195
155.56
123.33
151.67
130.27
135.59
154.5
161.67
120.75
125
Nullu
Backbone=LLaVA-1.5
2026.02
190
121.11
105.56
156.67
127.55
115.59
147.92
131.66
113
121.67
Original
Backbone=LLaVA-1.5
2026.02
181.67
118.33
104.44
152.78
117.23
111.67
144.83
130.65
108.92
75.83
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