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Climabench

아카이브 평가 8건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
CliReBERT (P0L3/clirebert_clirevocab_uncased)	Evaluation Macro F1 0.6545	Climate Research Domain BERTs: Pretraining, Adaptation, and Evaluation 2025-05-19	연결 없음
ClimateBERT (climatebert/distilroberta-base-climate-f)	Evaluation Macro F1 0.6437	Climate Research Domain BERTs: Pretraining, Adaptation, and Evaluation 2025-05-19	연결 없음
BERT (google-bert/bert-base-uncased)	Evaluation Macro F1 0.6139	Climate Research Domain BERTs: Pretraining, Adaptation, and Evaluation 2025-05-19	연결 없음
CliSciBERT (P0L3/cliscibert_scivocab_uncased)	Evaluation Macro F1 0.6050	Climate Research Domain BERTs: Pretraining, Adaptation, and Evaluation 2025-05-19	연결 없음
SciBERT (allenai/scibert_scivocab_cased)	Evaluation Macro F1 0.5931	Climate Research Domain BERTs: Pretraining, Adaptation, and Evaluation 2025-05-19	연결 없음
DistilRoBERTa (distilbert/distilroberta-base)	Evaluation Macro F1 0.5835	Climate Research Domain BERTs: Pretraining, Adaptation, and Evaluation 2025-05-19	연결 없음
SciClimateBERT (P0L3/sciclimatebert)	Evaluation Macro F1 0.5783	Climate Research Domain BERTs: Pretraining, Adaptation, and Evaluation 2025-05-19	연결 없음
RoBERTa (FacebookAI/roberta-base)	Evaluation Macro F1 0.5739	Climate Research Domain BERTs: Pretraining, Adaptation, and Evaluation 2025-05-19	연결 없음