Image Quality Assessment on Combined Dataset (COM.) (test)
0.812SRCCKimi-VL-A3B-Instruct
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Kimi-VL-A3B-InstructRatio=1:4, IQARAG integration=true2026.01 | 0.812 | 0.8123 | |
| Kimi-VL-A3B-InstructRatio=3:7, IQARAG integration=true2026.01 | 0.8092 | 0.8135 | |
| Kimi-VL-A3B-InstructRatio=1:9, IQARAG integration=true2026.01 | 0.8089 | 0.8137 | |
| Kimi-VL-A3B-InstructRatio=3:7, IQARAG integration=false2026.01 | 0.7758 | 0.7636 | |
| Kimi-VL-A3B-InstructRatio=1:9, IQARAG integration=false2026.01 | 0.7738 | 0.762 | |
| Kimi-VL-A3B-InstructRatio=1:4, IQARAG integration=false2026.01 | 0.7738 | 0.7618 | |
| Qwen3-VL-8B-InstructRatio=3:7, IQARAG integration=true2026.01 | 0.7694 | 0.7764 | |
| Qwen3-VL-8B-InstructRatio=1:9, IQARAG integration=true2026.01 | 0.7612 | 0.7672 | |
| Qwen3-VL-8B-InstructRatio=1:4, IQARAG integration=true2026.01 | 0.753 | 0.7629 | |
| Qwen3-VL-8B-InstructRatio=3:7, IQARAG integration=false2026.01 | 0.7396 | 0.7158 | |
| Qwen3-VL-8B-InstructRatio=1:9, IQARAG integration=false2026.01 | 0.7378 | 0.7132 | |
| Qwen3-VL-8B-InstructRatio=1:4, IQARAG integration=false2026.01 | 0.7377 | 0.7131 | |
| InternVL3.5-8BRatio=1:9, IQARAG integration=true2026.01 | 0.6326 | 0.6429 | |
| InternVL3.5-8BRatio=1:4, IQARAG integration=true2026.01 | 0.625 | 0.6435 | |
| InternVL3.5-8BRatio=3:7, IQARAG integration=true2026.01 | 0.6219 | 0.641 | |
| InternVL3.5-8BRatio=1:4, IQARAG integration=false2026.01 | 0.6046 | 0.6358 | |
| InternVL3.5-8BRatio=3:7, IQARAG integration=false2026.01 | 0.6014 | 0.6358 | |
| InternVL3.5-8BRatio=1:9, IQARAG integration=false2026.01 | 0.6009 | 0.6341 |