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Natural Language Processing on 29 public NLP benchmarks (average)

68.1AccuracyGLaM
56.45259.47662.565.524Dec 13, 2021

Evaluation results

MethodLinks
GLaMevaluation protocol=Few-shot, FLOPs / token (G)=180, Train energy (MWh)=4562021.1268.1
GLaMevaluation protocol=One-shot, FLOPs / token (G)=180, Train energy (MWh)=4562021.1265.5
GPT-3evaluation protocol=Few-shot, FLOPs / token (G)=350, Train energy (MWh)=12872021.1265.2
GLaMevaluation protocol=Zero-shot, FLOPs / token (G)=180, Train energy (MWh)=4562021.1262.7
GPT-3evaluation protocol=One-shot, FLOPs / token (G)=350, Train energy (MWh)=12872021.1261.6
GPT-3evaluation protocol=Zero-shot, FLOPs / token (G)=350, Train energy (MWh)=12872021.1256.9