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Benchmarks
Attribution on CLICONSUMMATION text-only (256 samples)
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76.33
Macro-F1
Cite-While-You-Generate (Text)
38.6092
48.4021
58.195
67.9879
Jan 23, 2026
Macro-F1
Exact Match
Updated 4d ago
Evaluation Results
Method
Method
Links
Macro-F1
Exact Match
Cite-While-You-Generate (Text)
Backbone=Qwen2.5-VL-7B...
2026.01
76.33
58.7
Sent-Embedding
Backbone=Qwen2.5-VL-7B
2026.01
72.14
41.72
Sent-Embedding
Backbone=LLaVA-NeXT-7B
2026.01
63.85
13.52
Cite-While-You-Generate (Text)
Backbone=LLaVA-NeXT-7B...
2026.01
62.28
23.33
Self-Attribution
Backbone=LLaVA-NeXT-7B
2026.01
42.61
23.5
Self-Attribution
Backbone=Qwen2.5-VL-7B
2026.01
40.06
27.84
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