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Event Mention Extraction on M2E2 (Multimedia Events)
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79.6
Precision
ECHO
32.072
44.411
56.75
69.089
Mar 4, 2026
Precision
Recall
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
ECHO
Backbone=GPT-5
2026.03
79.6
79.6
79.6
X-MTL
2026.03
78.3
57.3
66.2
ECHO
Backbone=DeepSeek-V3.2
2026.03
75.1
75.1
75.1
ECHO
Backbone=Qwen3-14B
2026.03
73.5
73.5
73.5
ECHO
Backbone=Qwen3-32B
2026.03
72.5
72.5
72.5
ECHO
Backbone=Qwen3-8B
2026.03
70.6
69.9
70.2
CAMEL
2026.03
55.6
59.5
57.5
MMUTF
2026.03
47.9
63.4
54.6
UniCL
2026.03
44.1
67.7
53.4
WASE-obj
2026.03
43
62.1
50.8
WASE-att
2026.03
38.2
67.1
49.1
Flat
2026.03
33.9
59.8
42.2
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