Image Quality Assessment on LIVE Challenge (LIVEC) (test)
0.848SRCCKimi-VL-A3B-Instruct
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Kimi-VL-A3B-InstructRatio=1:4, IQARAG integration=true2026.01 | 0.848 | 0.8541 | |
| Kimi-VL-A3B-InstructRatio=3:7, IQARAG integration=true2026.01 | 0.8471 | 0.8571 | |
| Kimi-VL-A3B-InstructRatio=1:9, IQARAG integration=true2026.01 | 0.8397 | 0.838 | |
| Kimi-VL-A3B-InstructRatio=1:4, IQARAG integration=false2026.01 | 0.8253 | 0.8519 | |
| Kimi-VL-A3B-InstructRatio=3:7, IQARAG integration=false2026.01 | 0.8253 | 0.8569 | |
| Kimi-VL-A3B-InstructRatio=1:9, IQARAG integration=false2026.01 | 0.8129 | 0.8455 | |
| Qwen3-VL-8B-InstructRatio=3:7, IQARAG integration=true2026.01 | 0.8121 | 0.811 | |
| Qwen3-VL-8B-InstructRatio=1:4, IQARAG integration=true2026.01 | 0.8068 | 0.8054 | |
| Qwen3-VL-8B-InstructRatio=1:4, IQARAG integration=false2026.01 | 0.8011 | 0.7818 | |
| Qwen3-VL-8B-InstructRatio=1:9, IQARAG integration=true2026.01 | 0.7958 | 0.8189 | |
| Qwen3-VL-8B-InstructRatio=3:7, IQARAG integration=false2026.01 | 0.7906 | 0.7705 | |
| Qwen3-VL-8B-InstructRatio=1:9, IQARAG integration=false2026.01 | 0.7897 | 0.7735 | |
| InternVL3.5-8BRatio=3:7, IQARAG integration=true2026.01 | 0.5374 | 0.5764 | |
| InternVL3.5-8BRatio=1:4, IQARAG integration=false2026.01 | 0.5087 | 0.536 | |
| InternVL3.5-8BRatio=3:7, IQARAG integration=false2026.01 | 0.5015 | 0.5306 | |
| InternVL3.5-8BRatio=1:9, IQARAG integration=true2026.01 | 0.4955 | 0.5158 | |
| InternVL3.5-8BRatio=1:4, IQARAG integration=true2026.01 | 0.483 | 0.5297 | |
| InternVL3.5-8BRatio=1:9, IQARAG integration=false2026.01 | 0.4756 | 0.5099 |