VBVR-Pro Leaderboard

Modality

Type

#	Model	Type	Modality	Overall	In-Domain	Out-of-Domain
1	VBVR-Pro-Wan2.2-I2V-A14B	Pro Baseline	Video	0.670	0.808	0.532
2	VBVR-Pro-SenseNova-U1	Pro Baseline	Interleaved	0.638	0.811	0.464
3	SenseNova-U1.5-8B-MoT	Open Source	Interleaved	0.683	0.676	0.689
4	SenseNova-U1-8B-MoT	Open Source	Interleaved	0.565	0.533	0.597
5	Nano Banana Pro	Proprietary	Interleaved	0.564	0.480	0.648
6	VBVR-Pro-Wan2.1-I2V-14B	Pro Baseline	Video	0.562	0.730	0.395
7	Seedream-5.0-Pro	Proprietary	Image	0.557	0.485	0.629
8	VBVR-Wan2.2	Open Source	Video	0.517	0.548	0.486
9	GPT-Image-2	Proprietary	Interleaved	0.507	0.428	0.587
10	Seedance 2.0	Proprietary	Video	0.499	0.451	0.547
11	VBVR-Pro-Wan2.2-TI2V-5B	Pro Baseline	Video	0.470	0.641	0.300
12	VBVR-Pro-LTX2.3	Pro Baseline	Video	0.425	0.527	0.324
13	VBVR-SenseNova-U1	Open Source	Interleaved	0.408	0.469	0.347
14	VBVR-Pro-FLUX.2	Pro Baseline	Image	0.407	0.484	0.330
15	Kling VIDEO 3.0	Proprietary	Video	0.392	0.356	0.427
16	VBVR-Pro-ThinkMorph	Pro Baseline	Interleaved	0.373	0.402	0.344
17	VBVR-Pro-Qwen-Image-Edit	Pro Baseline	Image	0.322	0.332	0.311
18	Qwen-Image-2.0	Proprietary	Image	0.313	0.248	0.378
19	Veo 3.1	Proprietary	Video	0.309	0.312	0.305
20	Wan2.2-I2V-A14B	Open Source	Video	0.182	0.157	0.207
21	VBVR-Pro-BAGEL	Pro Baseline	Image	0.172	0.168	0.176
22	FLUX.2-dev	Open Source	Image	0.157	0.108	0.206
23	ThinkMorph-7B	Open Source	Interleaved	0.154	0.113	0.195
24	Qwen-Image-Edit	Open Source	Image	0.134	0.108	0.159
25	LTX-2.3-I2AV	Open Source	Video	0.112	0.106	0.119
26	Wan2.1-I2V-14B-720P	Open Source	Video	0.100	0.105	0.095
27	Wan2.2-TI2V-5B	Open Source	Video	0.094	0.066	0.122
28	BAGEL-7B-MoT	Open Source	Image	0.089	0.066	0.111
29	CogVideoX1.5-5B-I2V	Open Source	Video	0.085	0.100	0.070
30	HunyuanVideo-I2V	Open Source	Video	0.054	0.054	0.053

30 / 30 released model results

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