Uncertainty Quantification on BIO
-0.129PCCEcc
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EccModel=Llama3-70B2026.04 | -0.129 | -0.134 | |
| EccModel=Qwen2.5-32B2026.04 | -0.131 | -0.169 | |
| DegModel=Llama3-70B2026.04 | -0.193 | -0.201 | |
| DegModel=Qwen2.5-32B2026.04 | -0.197 | -0.254 | |
| EccModel=GPT-4.1-mini2026.04 | -0.219 | -0.211 | |
| LUQ-AtomicModel=Llama3-70B2026.04 | -0.239 | -0.25 | |
| SEModel=Llama3-70B2026.04 | -0.242 | -0.251 | |
| SEModel=Qwen2.5-32B2026.04 | -0.246 | -0.318 | |
| LUQ-PairModel=Llama3-70B2026.04 | -0.255 | -0.26 | |
| LexSimModel=Llama3-70B2026.04 | -0.258 | -0.268 | |
| LexSimModel=Qwen2.5-32B2026.04 | -0.262 | -0.339 | |
| SCNModel=Llama3-70B2026.04 | -0.29 | -0.301 | |
| SCNModel=Qwen2.5-32B2026.04 | -0.295 | -0.382 | |
| KLEModel=Llama3-70B2026.04 | -0.295 | -0.308 | |
| KLEModel=Qwen2.5-32B2026.04 | -0.305 | -0.39 | |
| SPUQModel=Llama3-70B2026.04 | -0.305 | -0.315 | |
| SPUQModel=Qwen2.5-32B2026.04 | -0.315 | -0.405 | |
| LUQModel=Llama3-70B2026.04 | -0.322 | -0.334 | |
| LUQModel=Qwen2.5-32B2026.04 | -0.328 | -0.424 | |
| DegModel=GPT-4.1-mini2026.04 | -0.329 | -0.317 | |
| AGSCModel=Llama3-70B2026.04 | -0.339 | -0.335 | |
| LUQ-PairModel=GPT-4.1-mini2026.04 | -0.381 | -0.241 | |
| LUQ-PairModel=Qwen2.5-32B2026.04 | -0.414 | -0.395 | |
| LexSimModel=GPT-4.1-mini2026.04 | -0.438 | -0.423 | |
| SCNModel=GPT-4.1-mini2026.04 | -0.493 | -0.486 | |
| KLEModel=GPT-4.1-mini2026.04 | -0.501 | -0.495 | |
| SPUQModel=GPT-4.1-mini2026.04 | -0.515 | -0.508 | |
| LUQ-AtomicModel=Qwen2.5-32B2026.04 | -0.517 | -0.541 | |
| LUQModel=GPT-4.1-mini2026.04 | -0.548 | -0.529 | |
| LUQ-AtomicModel=GPT-4.1-mini2026.04 | -0.572 | -0.486 | |
| AGSCModel=Qwen2.5-32B2026.04 | -0.645 | -0.646 | |
| AGSCModel=GPT-4.1-mini2026.04 | -0.708 | -0.665 |