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Note Generation on XCHECK 1.0 (test)

0.1526R-L

GPT5-mini

Updated 2mo ago

Evaluation Results

Method	Links
GPT5-mini 2026.03		0.1526	0.2892	0.7112	0.8997	0.4411
NVILA 2026.03		0.1507	0.3343	0.7256	0.9003	0.4523
Qwen2.5-VL 2026.03		0.1491	0.321	0.7307	0.9054	0.451
NVILA 2026.03		0.1471	0.3707	0.7176	0.8712	0.4507
LLaVA-NeXT 2026.03		0.1466	0.2905	0.6813	0.9023	0.4335
Qwen2.5-VL 2026.03		0.1405	0.2788	0.7524	0.9219	0.4468
InternVL3 2026.03		0.1402	0.2987	0.736	0.9203	0.4471
Qwen2.5-VL 2026.03		0.1389	0.0052	0.7195	0.9094	0.3824
NVILA 2026.03		0.1359	0.0048	0.7059	0.8793	0.3723
NVILA 2026.03		0.1339	0.0046	0.7144	0.8575	0.3688
InternVL3 2026.03		0.1334	0.0048	0.7165	0.8915	0.3759
LLaVA-NeXT 2026.03		0.1307	0.0046	0.668	0.9003	0.3668
Qwen2.5-VL 2026.03		0.1286	0.0046	0.7061	0.9071	0.375
Qwen2.5-VL 2026.03		0.1275	0.0046	0.7522	0.9139	0.3851
InternVL3 2026.03		0.1272	0.1983	0.7041	0.9156	0.4145
InternVL3 2026.03		0.127	0.0051	0.6996	0.8853	0.3688
NVILA 2026.03		0.1253	0.0047	0.692	0.8573	0.3609
LLaVA-NeXT 2026.03		0.1241	0.2197	0.6283	0.9027	0.3998
NVILA 2026.03		0.124	0.0046	0.6871	0.8805	0.3641
GPT5-mini 2026.03		0.1234	0.0046	0.7117	0.8988	0.3724
LLaVA-NeXT 2026.03		0.1218	0.0046	0.6672	0.8984	0.3628
InternVL3 2026.03		0.1208	0.0046	0.6921	0.8966	0.367
Qwen2.5-VL 2026.03		0.1205	0.0046	0.7195	0.9156	0.3761
InternVL3 2026.03		0.1175	0.0047	0.6667	0.885	0.3583
LLaVA-NeXT 2026.03		0.1164	0.0047	0.6172	0.8829	0.3475
LLaVA-NeXT 2026.03		0.1104	0.0046	0.6106	0.8893	0.3451
SNIFFER 2026.03		0.0802	0.0047	0.3125	0.6759	0.2307
SNIFFER 2026.03		0.08	0.0065	0.3118	0.7082	0.2373