Text-rendered-as-image Retrieval on COCO I2I
69.6Recall@1InternVL3-8B
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| InternVL3-8BEvaluation Protocol=Zero-shot, Tuning Strategy=SLQ2026.04 | 69.6 | 89.1 | 93.8 | |
| InternVL3-8BEvaluation Protocol=Zero-shot, Tuning Strategy=LoRA2026.04 | 61 | 83 | 89.8 | |
| InternVL3-8BEvaluation Protocol=Zero-shot, Tuning Strategy=Full FT2026.04 | 57.6 | 78.2 | 88.7 | |
| InternVL3-1BEvaluation Protocol=Zero-shot, Tuning Strategy=SLQ2026.04 | 54.1 | 80 | 87.7 | |
| E5-V-7BEvaluation Protocol=Zero-shot2026.04 | 51.6 | 76.8 | 84.9 | |
| InternVL3-1BEvaluation Protocol=Zero-shot, Tuning Strategy=Full FT2026.04 | 49.7 | 77.3 | 84.2 | |
| InternVL3-1BEvaluation Protocol=Zero-shot, Tuning Strategy=LoRA2026.04 | 49.7 | 77 | 85.3 |