| tv25_Meisei_A4 (sample_eval) (paper) |
meisei |
0.5364 |
0.8950 |
0.6585 |
| tv25_Meisei_A2 (sample_eval) (paper) |
meisei |
0.5338 |
0.8950 |
0.6559 |
| tv25_Meisei_A1 (sample_eval) (paper) |
meisei |
0.5283 |
0.8800 |
0.6531 |
| tv25_Meisei_A3 (sample_eval) (paper) |
meisei |
0.5262 |
0.8750 |
0.6454 |
| T2V_VILA_NVILA_VideoLLaMA3_Aria (sample_eval) (paper) |
NII_UIT |
0.4279 |
0.7250 |
0.5955 |
| T2V_VILA_NVILA_VideoLLaMA3_weights (sample_eval) (paper) |
NII_UIT |
0.4189 |
0.7200 |
0.5870 |
| T2V_VILA_NVILA_VideoLLaMA3_v2 (sample_eval) (paper) |
NII_UIT |
0.4178 |
0.7200 |
0.5860 |
| run_1 (sample_eval) (paper) |
CERTH-ITI |
0.4135 |
0.8000 |
0.5674 |
| Paraphrase_T2V_VILA_NVILA_VideoLLaMA3 (sample_eval) (paper) |
NII_UIT |
0.4033 |
0.7900 |
0.5804 |
| run_2 (sample_eval) (paper) |
CERTH-ITI |
0.4026 |
0.7950 |
0.5553 |
| T2V_VILA_v2 (sample_eval) (paper) |
NII_UIT |
0.3998 |
0.7300 |
0.5665 |
| gpt (sample_eval) (paper) |
ncsu-las |
0.3928 |
0.7600 |
0.5500 |
| run_3 (sample_eval) (paper) |
CERTH-ITI |
0.3617 |
0.8000 |
0.5039 |
| run_4 (sample_eval) (paper) |
CERTH-ITI |
0.3301 |
0.6900 |
0.4906 |
| run4 (sample_eval) |
SZUAI |
0.3167 |
0.7000 |
0.4923 |
| run3 (sample_eval) |
SZUAI |
0.3046 |
0.6700 |
0.4847 |
| phi-only (sample_eval) (paper) |
ncsu-las |
0.2885 |
0.7800 |
0.4660 |
| decomp (sample_eval) (paper) |
ncsu-las |
0.2820 |
0.7150 |
0.4539 |
| run1 (sample_eval) |
SZUAI |
0.2773 |
0.3950 |
0.4704 |
| phi-subgroup (sample_eval) (paper) |
ncsu-las |
0.2650 |
0.7550 |
0.4342 |
| run2 (sample_eval) |
SZUAI |
0.2558 |
0.6200 |
0.4344 |
| Fuse all sub-models (sample_eval) (paper) |
WHU-NERCMS |
0.2441 |
0.6900 |
0.4065 |
| Proportional fusion (sample_eval) (paper) |
WHU-NERCMS |
0.2441 |
0.6900 |
0.4065 |
| HPA (sample_eval) (paper) |
WHU-NERCMS |
0.1754 |
0.5600 |
0.3177 |
| fg-clip (sample_eval) (paper) |
ncsu-las |
0.1413 |
0.4450 |
0.2731 |
| ccilab1 (sample_eval) (paper) |
ccilab |
0.0801 |
0.3600 |
0.2191 |
| clap (sample_eval) (paper) |
ncsu-las |
0.0607 |
0.2850 |
0.2002 |
| InternVL3 Baseline (sample_eval) (paper) |
AFRL |
0.0003 |
0.0100 |
0.0095 |
| BLIP BLIP2 CLIP LaCLIP SLIP diffusion (sample_eval) (paper) |
WHU-NERCMS |
0.0001 |
0.0050 |
0.0045 |