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Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
55.3ROUGE-L
42
Jun 4, 2026
84.2Precision
40
Apr 15, 2026
60BLEU-4
37
Mar 11, 2026
0.865CLIPScore
36
Apr 2, 2026
78.6Semantic Consistency Score
36
Mar 31, 2026
21.1CHAIRi
36
Apr 13, 2026
111.3CIDEr (in-domain)
36
Feb 27, 2026
81.7CIDEr
35
Apr 28, 2026
40.9CIDEr
34
Feb 26, 2026
42.17CIDEr
32
Jun 26, 2026
64.31CAPTURE
32
Mar 4, 2026
127Overall Score
32
Apr 7, 2026
152.7CIDEr
31
Feb 26, 2026
12.31ROUGE-L
30
Jul 8, 2026
72.87Semantic Consistency
30
Apr 6, 2026
80.93BLEU-4
30
Mar 11, 2026
91.7Average Win-Rate Margin
29
Apr 15, 2026
149.6CIDEr
29
Feb 26, 2026
23.47BLEU-1
28
Apr 28, 2026
49.06CAPTURE
27
Mar 4, 2026
31.4BLEU@4
27
Feb 26, 2026
0.94ΔCIDEr
27
Feb 26, 2026
38.3BLEU@4
27
Feb 26, 2026
154.9CIDEr
27
Feb 26, 2026
57.4CHAIRs
26
May 15, 2026