Loop Suppression on LoopBench RI
0.305CRLoopGuard
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| LoopGuardModel=Llama3.2-1B, KV budget=1024, Maximum generation budget=25002026.04 | 0.305 | 0.489 | 1,457 | 2.3 | |
| LoopGuardModel=Qwen3-1.7B, KV budget=1024, Maximum generation budget=25002026.04 | 0.261 | 0.474 | 1,412 | 2.7 | |
| Full CacheModel=Qwen3-1.7B, KV budget=1024, Maximum generation budget=25002026.04 | 0.105 | 0.097 | 2,379 | 93.5 | |
| StreamingLLMModel=Qwen3-1.7B, KV budget=1024, Maximum generation budget=25002026.04 | 0.097 | 0.122 | 2,418 | 97.2 | |
| Full CacheModel=Llama3.2-1B, KV budget=1024, Maximum generation budget=25002026.04 | 0.089 | 0.119 | 2,479 | 94.7 | |
| StreamingLLMModel=Llama3.2-1B, KV budget=1024, Maximum generation budget=25002026.04 | 0.081 | 0.097 | 2,485 | 98.4 | |
| H2OModel=Qwen3-1.7B, KV budget=1024, Maximum generation budget=25002026.04 | 0.08 | 0.095 | 2,486 | 99.8 | |
| H2OModel=Llama3.2-1B, KV budget=1024, Maximum generation budget=25002026.04 | 0.068 | 0.084 | 2,496 | 100 |