Scene Recognition on Places365 15 Chunks
32.49APLoRA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LoRABase Model=Gemma3-4B-PT2026.05 | 32.49 | 2.95 | |
| StrLoRABase Model=InternVL3.5-8B-Pretrained2026.05 | 32.42 | 1.37 | |
| MoELoRABase Model=Gemma3-4B-PT2026.05 | 32.37 | 3.55 | |
| EWCBase Model=Gemma3-4B-PT2026.05 | 32.01 | 3.78 | |
| StrLoRABase Model=Gemma3-4B-PT2026.05 | 31.97 | 5.44 | |
| ReplayBase Model=Gemma3-4B-PT2026.05 | 31.73 | 4.23 | |
| StrLoRABase Model=InternVL3.5-4B-Pretrained2026.05 | 31.21 | 2.99 | |
| EWCBase Model=InternVL3.5-4B-Pretrained2026.05 | 30.21 | 3 | |
| MoELoRABase Model=InternVL3.5-4B-Pretrained2026.05 | 30.04 | 4.92 | |
| ReplayBase Model=InternVL3.5-4B-Pretrained2026.05 | 29.96 | 4.34 | |
| LoRABase Model=InternVL3.5-4B-Pretrained2026.05 | 29.32 | 5.48 | |
| SMoLoRABase Model=Gemma3-4B-PT2026.05 | 29.26 | 3.59 | |
| MoELoRABase Model=InternVL3.5-8B-Pretrained2026.05 | 27.7 | 12.72 | |
| EWCBase Model=InternVL3.5-8B-Pretrained2026.05 | 25.37 | 13.56 | |
| SMoLoRABase Model=InternVL3.5-4B-Pretrained2026.05 | 25.33 | 5.81 | |
| LoRABase Model=InternVL3.5-8B-Pretrained2026.05 | 22.81 | 16.1 | |
| ReplayBase Model=InternVL3.5-8B-Pretrained2026.05 | 22.05 | 20.49 | |
| SMoLoRABase Model=InternVL3.5-8B-Pretrained2026.05 | 17.44 | 6.25 |