Output Length Prediction on LMSYS-Chat-1M (test)
45.71MAENoise Radius
Evaluation results
| Method | Links | |
|---|---|---|
| Noise RadiusServed Model=Llama-3-8B2026.04 | 45.71 | |
| Noise RadiusServed Model=Qwen-2.5-7B2026.04 | 56.05 | |
| ProD-DServed Model=Llama-3-8B2026.04 | 93.39 | |
| ProD-MServed Model=Llama-3-8B2026.04 | 94.59 | |
| TRAIL-lastServed Model=Llama-3-8B2026.04 | 95.03 | |
| ProD-DServed Model=Qwen-2.5-7B2026.04 | 113.6 | |
| TRAIL-meanServed Model=Llama-3-8B2026.04 | 116.84 | |
| ProD-MServed Model=Qwen-2.5-7B2026.04 | 124.53 | |
| TRAIL-lastServed Model=Qwen-2.5-7B2026.04 | 127.47 | |
| S^3Served Model=Llama-3-8B2026.04 | 142.28 | |
| TRAIL-meanServed Model=Qwen-2.5-7B2026.04 | 143.5 | |
| EGTPServed Model=Llama-3-8B2026.04 | 148.08 | |
| S^3Served Model=Qwen-2.5-7B2026.04 | 185.84 | |
| Constant MedianServed Model=Llama-3-8B2026.04 | 213.31 | |
| Constant MedianServed Model=Qwen-2.5-7B2026.04 | 264.9 | |
| EGTPServed Model=Qwen-2.5-7B2026.04 | 276.27 |