Image-to-Video Generation on Cosmos HUE PAIBench-G benchmark leaderboard · SOTA2 Research

Image-to-Video Generation on Cosmos HUE PAIBench-G

94.4Overall ScoreReal video GT (PAI-Bench)

Evaluation Results

Method	Links
Real video GT (PAI-Bench)2026.06		94.4	94.8	93.2	95.1	95.4	94.2	96	94.9	93.4	92.1	96.3	98.1
Veo-3.12026.06		89.7	90.3	87.7	89.2	93.2	92.3	86	88.6	93.4	87.2	91.2	94.3
Cosmos3-Super2026.06		89.6	90.3	87.5	87	94.2	90.7	86.2	91.1	89.6	87.1	91.5	94.8
Cosmos3-Nano2026.06		88.6	89.2	86.4	86.3	93.5	90.6	87.6	90.6	88	84.7	91	93.9
Wan2.2-A14B2026.06		88.4	88.6	86	85.7	93.5	90.1	84.7	84.8	92	86.5	91.9	92.5
Seedance-1.5-Pro2026.06		87.6	87.7	85.4	86.5	91.8	89.5	82.9	85.7	90.6	85.7	90.6	93
HunyuanVideo-1.52026.06		85.6	87.1	80.8	83	92.5	90	81.7	77.2	89.6	85.2	89.5	91.8
Wan2.1-14B2026.06		83.9	85	80.2	80.6	91.2	88.1	76.8	74.8	89.9	84.3	85.8	93.2
Cosmos-Predict2.5-14B2026.06		83	85	77.9	77.5	92.4	88.1	85.2	78.4	83	78.5	84.8	93.2
Cosmos-Predict2.5-2B2026.06		82.6	86.1	77.3	78.2	90.2	85.6	86	79	85.6	77.1	85.1	92.4
Wan2.2-5B2026.06		80.4	83.4	74.6	75.7	89.5	86.1	74.3	68.6	88.4	79.6	84.8	90.5