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OOD Detection on ImageNet OOD Average (iNaturalist, SUN, Places, Textures)

31.08Mean FPR95 (OOD Avg)

ReAct

28.487245.988663.4980.9914May 14, 2024Sep 4, 2024Dec 26, 2024Apr 18, 2025Aug 9, 2025Nov 30, 2025Mar 24, 2026
Updated 23d ago

Evaluation Results

MethodLinks
2026.03
31.08----------92.92
2024.05
36.6--44.5988.0137.3791.2453.3187.111.1197.6591
2026.03
37.43----------89.4
2026.03
42.35----------90.49
2026.03
43.02----------87
2026.03
45.62----------88.99
2026.03
50.13----------83.55
2024.05
50.74--31.2692.2257.4685.3874.5878.8945.3792.0187.85
2026.03
50.9----------83.62
2026.03
51.01----------84.99
2024.05
51.35--42.888.186183.6457.6985.8330.5193.8186.49
2024.05
51.6--29.6792.457.6985.8371.0980.3549.0291.4487.75
2026.03
53.69----------84.67
2024.05
54.71--40.2989.8859.2984.369.7281.6249.5590.4986.57
2026.03
55.17----------83.86
2026.03
55.18----------84.57
2024.05
56.2--41.0588.5165.1482.270.0381.3547.2890.1985.3
2026.03
57.53----------82.53
2024.05
58.9--43.8887.3965.3181.4766.0181.4551.9288.3383.98
2026.03
59.81----------78.5
2024.05
60.17--48.3886.2566.0181.7974.4678.7251.7388.5183.78
2026.03
68.95----------76.94
2026.03
69.41----------79.78
2026.03
72.25----------64.58
2026.03
76.03----------61.48
2026.03
77.13----------79.04
2024.05
81.17--83.8364.2283.7372.9586.370.3770.8283.8272.84
2026.03
82.72----------58.73
2026.03
84.98----------74.23
2026.03
90.44----------50.3
2026.03
92.84----------32.38
2026.03
95.37----------31
2026.03
95.9----------26.55
2023.02
-66.9581.99---------
2023.02
-56.4885.41---------
2023.02
-87.4355.47---------
2023.02
-58.486.17---------
2023.02
-31.4392.95---------
2023.02
-54.3284.59---------
2023.02
-34.7590.78---------
2023.02
-44.7188.24---------
2023.02
-25.4994.57---------
2023.02
-23.3194.97---------
2023.02
-76.9679.54---------
2023.02
-72.9982.56---------
2023.02
-81.6962.02---------
2023.02
-71.0382.74---------
2023.02
-67.383.27---------
2023.02
-39.9790.11---------
2023.02
-34.9593.34---------
2023.02
-30.8593.71---------