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Benchmarks
Referring Object Classification on SA-refer in-the-wild
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69.49
Accuracy (Box)
Ferret-v2
49.2204
54.4827
59.745
65.0073
Apr 11, 2024
Accuracy (Box)
Accuracy (Point)
Accuracy (Free-form)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy (Box)
Accuracy (Point)
Accuracy (Free-form)
Ferret-v2
Size=13B
2024.04
69.49
67.38
62.58
Ferret-v2
Size=7B
2024.04
68.83
68.38
62.07
SPHINX-2k
Resolution=2k
2024.04
63.39
61.21
-
Ferret
Size=13B
2024.04
63.35
63.16
58.02
Ferret
Size=7B
2024.04
62.99
61.91
57.74
CogVLM
Size=17B
2024.04
61.77
-
-
Shikra
Size=7B
2024.04
56.82
54.15
-
GPT4-ROI
2024.04
55.02
-
-
Kosmos-2
2024.04
53.97
-
-
Random Guess
2024.04
50
50
50
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