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Coreference Resolution on Winogender (test)

80.7AccuracyGLM-130B
47.83656.36864.973.432Oct 5, 2022

Evaluation results

MethodLinks
GLM-130BNumber of shots=12022.1080.7—
GLM-130BNumber of shots=02022.1079.7—
PaLM 540BNumber of shots=12022.1079.4—
ChinchillaNumber of shots=02022.1078.3—
PaLM 540BNumber of shots=02022.1075—
Gopher 280BNumber of shots=02022.1071.4—
GPT-3 (Davinci)Number of shots=02022.1064.2—
GPT-3 (Davinci)Number of shots=12022.1062.6—
OPT 175BNumber of shots=02022.1054.8—
BLOOM 176BNumber of shots=12022.1053.1—
BLOOM 176BNumber of shots=02022.1049.1—
HATified-SFTShot=5-shot2026.03—67.9
Llama-InstructShot=5-shot2026.03—84.3