Crash severity prediction on NEISS Whole (test)
85.78AccuracyTransportAgent
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TransportAgentBackbone=Llama-3.3-70B-Instruct, Samples=10592026.01 | 85.78 | 0.477 | |
| OlogitSamples=10592026.01 | 80.4 | 0.223 | |
| MLP + feature selectionSamples=10592026.01 | 79.1 | 0.277 | |
| MLPSamples=10592026.01 | 78.7 | 0.312 | |
| k-shot (vanilla LLM)Backbone=Llama-3.3-70B-Instruct, Shots=1-shot, Samples=10592026.01 | 39.15 | 0.2497 | |
| CoTBackbone=Llama-3.3-70B-Instruct, Samples=10592026.01 | 32.08 | 0.3299 |