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Compositional Scene Understanding on Winoground

64Text Alignment Score

GPT4V

10.75224.57638.452.224May 10, 2023Nov 4, 2023Apr 30, 2024Oct 26, 2024Apr 22, 2025Oct 17, 2025Apr 14, 2026
Updated 3d ago

Evaluation Results

MethodLinks
2023.11
6454.543.3-
2023.11
63.352.541-
2023.11
60.345.333.5-
2023.05
42.827.321.5-
2023.05
42.828.523.3-
2023.11
42.828.523.3-
2023.05
42.52418.5-
2023.05
4223.819-
2023.11
4223.819-
2023.05
41.52620.5-
2023.11
39.837.322.3-
2023.05
3919.215-
2023.11
3919.215-
2023.11
36.83519.8-
2023.11
36.536.322.5-
2023.11
3638.521.5-
2023.05
34.8149.3-
2023.11
33.53517.3-
32.59.758.554.07
2023.05
32.32014.5-
2026.04
32.259.75852.26
2023.05
32149.8-
2026.04
31.7510.758.7553.89
2026.04
31.259.257.7552.03
2026.04
3110.257.7554.18
30.759.75752.92
2023.05
30.710.58-
2023.11
30.710.58-
2026.04
30.511853.15
2026.04
30.25128.2553.82
2023.05
29.510.58-
2023.11
292916.3-
2026.04
2997.547.89
2026.04
299.756.2553.72
2023.11
262711.5-
25.7511750.92
2023.05
24.82513-
2026.04
24.5107.2554.01
2026.04
2484.7545.13
2023.05
23.3189.5-
2026.04
21.258.54.7547.75
2026.04
18.511.25549.08
2023.11
15.814.86-
2023.11
12.813.34.5-