Aggregated Performance on Combined Multimodal Evaluation Summary
54.2Overall ScoreQLoRA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| QLoRABit=4-bit2025.11 | 54.2 | 100.7 | |
| QLoRABit=3-bit2025.11 | 54 | 100.4 | |
| Original ModelBit=16-bit2025.11 | 53.9 | 100 | |
| QLoRABit=2-bit2025.11 | 53.5 | 99.2 | |
| RD-FSQBit=4-bit2025.11 | 53.3 | 99 | |
| RD-FSQBit=3-bit2025.11 | 53.2 | 98.7 | |
| FSQBit=4-bit2025.11 | 53.2 | 98.7 | |
| RD-FSQBit=2-bit2025.11 | 52.7 | 97.9 | |
| Randomized Top-KBit=3-bit2025.11 | 52.5 | 97.5 | |
| Randomized Top-KBit=4-bit2025.11 | 52.4 | 97.2 | |
| RD-FSQBit=1-bit2025.11 | 51.3 | 95.2 | |
| FSQBit=3-bit2025.11 | 51.2 | 95.1 | |
| FSQBit=1-bit2025.11 | 51 | 94.7 | |
| Randomized Top-KBit=1-bit2025.11 | 50.8 | 94.4 | |
| FSQBit=2-bit2025.11 | 50.1 | 93 | |
| Randomized Top-KBit=2-bit2025.11 | 47.6 | 88.5 | |
| QLoRABit=1-bit2025.11 | 42.3 | 78.5 |