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Benchmarks
Visual Recognition on Yo' LLaVA
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97.2
Positive Accuracy
RAP-Qwen
85.552
88.576
91.6
94.624
Feb 4, 2025
Apr 29, 2025
Jul 23, 2025
Oct 16, 2025
Jan 8, 2026
Apr 3, 2026
Jun 27, 2026
Positive Accuracy
Precision
Negative Accuracy
Weighted Accuracy
Updated 25d ago
Evaluation Results
Method
Method
Links
Positive Accuracy
Precision
Negative Accuracy
Weighted Accuracy
RAP-Qwen
Backbone=Qwen2VL
2026.06
97.2
-
87.5
92.3
RRG
2026.06
97
-
92.3
94.7
Yo’LLaVA
2025.02
94.9
-
89.8
92.4
Yo'LLaVA
2026.06
94.9
-
89.8
92.4
RePIC
2026.06
91.9
-
91.1
91.5
PeKit
Detection/Segmentation...
2025.02
91
74.8
98.7
94.9
PeKit
Detection/Segmentation...
2025.02
89.9
77
98.9
94.4
R2P-Qwen
Backbone=Qwen2VL
2026.06
86.2
-
95.3
90.8
RAP-LLAVA
Backbone=LLaVA
2026.06
86
-
99.2
92.2
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