Output Length Prediction on LongBench (test)
37.68MAEProD-D
Evaluation results
| Method | Links | |
|---|---|---|
| ProD-DServed Model=Llama-3-8B2026.04 | 37.68 | |
| ProD-MServed Model=Llama-3-8B2026.04 | 38.13 | |
| TRAIL-lastServed Model=Llama-3-8B2026.04 | 41.04 | |
| EGTPServed Model=Llama-3-8B2026.04 | 46.73 | |
| S^3Served Model=Llama-3-8B2026.04 | 50.01 | |
| TRAIL-meanServed Model=Llama-3-8B2026.04 | 50.99 | |
| ProD-DServed Model=Qwen-2.5-7B2026.04 | 51.41 | |
| ProD-MServed Model=Qwen-2.5-7B2026.04 | 55.54 | |
| Noise RadiusServed Model=Llama-3-8B2026.04 | 56.38 | |
| Noise RadiusServed Model=Qwen-2.5-7B2026.04 | 57.18 | |
| TRAIL-lastServed Model=Qwen-2.5-7B2026.04 | 57.68 | |
| EGTPServed Model=Qwen-2.5-7B2026.04 | 69.84 | |
| S^3Served Model=Qwen-2.5-7B2026.04 | 72.21 | |
| TRAIL-meanServed Model=Qwen-2.5-7B2026.04 | 72.7 | |
| Constant MedianServed Model=Llama-3-8B2026.04 | 95.69 | |
| Constant MedianServed Model=Qwen-2.5-7B2026.04 | 146.11 |