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Multi-modal Question Answering on MultiModalQA (test)
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44.7
String Match Accuracy
Post-hoc Selective Modality Escalation
37.628
39.464
41.3
43.136
Jul 3, 2026
String Match Accuracy
Updated 17d ago
Evaluation Results
Method
Method
Links
String Match Accuracy
Post-hoc Selective Modality Escalation
Target budget=50%
2026.07
44.7
Post-hoc Selective Modality Escalation
Target budget=45%
2026.07
44.2
Post-hoc Selective Modality Escalation
Target budget=39%
2026.07
43.5
Pre-retrieval
Target budget=45%
2026.07
43.1
Pre-retrieval
Target budget=50%
2026.07
43.1
Pre-retrieval
Target budget=39%
2026.07
43
Pre-retrieval
Target budget=30%
2026.07
42.4
Post-hoc Selective Modality Escalation
Target budget=30%
2026.07
42.1
Random
Target budget=45%
2026.07
39.7
Random
Target budget=50%
2026.07
39.6
Random
Target budget=39%
2026.07
38.6
Random
Target budget=30%
2026.07
37.9
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