Min & Max Localization on HITSR-L1 real-world
86.8Accuracy (%)LLATISA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LLATISAModality=Vision (plot + num)2026.04 | 86.8 | 96 | 100 | |
| GPT-4oModality=Vision + Text (w/ index)2026.04 | 54.2 | 88.6 | 100 | |
| GPT-4oModality=Text (w/o index)2026.04 | 47.4 | 69.8 | 100 | |
| Qwen3-8BModality=Text (w/o index)2026.04 | 36.4 | 52.6 | 68 | |
| Qwen3-VL-8BModality=Vision + Text (w/ index)2026.04 | 34.2 | 68 | 90.6 | |
| GPT-4oModality=Vision + Text (w/o index)2026.04 | 17.4 | 49.8 | 100 | |
| Qwen3-VL-8BModality=Vision + Text (w/o index)2026.04 | 12.4 | 42.6 | 72.4 | |
| ChatTSModality=Time Series2026.04 | 7.8 | 29.2 | 100 | |
| GPT-4oModality=Vision (plot + num)2026.04 | 2.4 | 11 | 100 | |
| Qwen3-VL-8BModality=Vision (plot + num)2026.04 | 2 | 17.4 | 100 | |
| Time-R1Modality=Text (w/o index)2026.04 | 0 | 16 | 100 | |
| Time-MQAModality=Text (w/o index)2026.04 | 0 | 0.6 | 17.4 |