Crash Diagram Generation on Roundabout crash reports 79 unique reports
95Collision Type Extraction AccuracyGPT-4o
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GPT-4o2026.03 | 95 | 98 | 91 | 42 | 16 | 47 | 30 | 44 | 42 | 91 | 6.29 | |
| Gemini-1.5-Flash2026.03 | 70 | 93 | 98 | 44 | 2 | 19 | 26 | 7 | 16 | 93 | 5.28 | |
| Janus-4o2026.03 | 33 | 100 | 100 | 9 | 0 | 7 | 0 | 0 | 0 | 98 | 3.64 |