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Multi-level Semantic Coherence Evaluation on iNaturalist

91.3HMSmean

CSAE

5.60427.85250.172.348Jun 15, 2026
Updated 1mo ago

Evaluation Results

MethodLinks
2026.06
91.3
2026.06
86.9
2026.06
78
2026.06
75.9
2026.06
74.1
2026.06
58.8
2026.06
50.3
2026.06
46
2026.06
41.6
2026.06
41.5
2026.06
36.4
2026.06
36.3
2026.06
33.3
2026.06
32.5
2026.06
31.8
2026.06
31.6
2026.06
26.6
2026.06
26.1
2026.06
26
2026.06
25.8
2026.06
23.1
2026.06
23
2026.06
22.5
2026.06
19.3
2026.06
14.8
2026.06
10.2
2026.06
8.9