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XTREME

아카이브 평가 25건 · 마지막 적재/변경 2026-10-30

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
Turing ULR v6	Sentence-pair Classification 91.0 Structured Prediction 83.8 Question Answering 77.1 Sentence Retrieval 94.4 Avg 85.5	XLM-E: Cross-lingual Language Model Pre-training via ELECTRA 2021-06-30	코드 1 · 코드 2 · 코드 3
MShenNonG	Sentence-pair Classification 90.4 Structured Prediction 83.1 Question Answering 76.3 Sentence Retrieval 94.4 Avg 85.0	연결 없음 논문 날짜 미기재	연결 없음
MShenNonG+TDT	Sentence-pair Classification 90.4 Structured Prediction 83.1 Question Answering 76.3 Sentence Retrieval 94.4 Avg 85.0	연결 없음 논문 날짜 미기재	연결 없음
Turing ULR v5	Sentence-pair Classification 90.3 Structured Prediction 81.7 Question Answering 76.3 Sentence Retrieval 93.7 Avg 84.5	XLM-E: Cross-lingual Language Model Pre-training via ELECTRA 2021-06-30	코드 1 · 코드 2 · 코드 3
CoFe	Sentence-pair Classification 90.1 Structured Prediction 81.4 Question Answering 75.0 Sentence Retrieval 94.2 Avg 84.1	연결 없음 논문 날짜 미기재	연결 없음
Turing ULR v5 (XLM-E)	Sentence-pair Classification 90.0 Structured Prediction 81.4 Question Answering 74.3 Sentence Retrieval 93.7 Avg 83.7	연결 없음 논문 날짜 미기재	연결 없음
InfoXLM-XFT	Sentence-pair Classification 89.3 Structured Prediction 75.5 Question Answering 75.2 Sentence Retrieval 92.4 Avg 82.2	연결 없음 논문 날짜 미기재	연결 없음
Ensemble-Distil-XFT (ED-XFT)	Sentence-pair Classification 89.2 Structured Prediction 74.6 Question Answering 75.2 Sentence Retrieval 92.4 Avg 82.0	연결 없음 논문 날짜 미기재	연결 없음
VECO	Sentence-pair Classification 89.0 Structured Prediction 76.7 Question Answering 73.4 Sentence Retrieval 93.3 Avg 82.0	연결 없음 논문 날짜 미기재	연결 없음
VECO + HICTL	Sentence-pair Classification 89.0 Structured Prediction 76.7 Question Answering 73.4 Sentence Retrieval 93.3 Avg 82.0	연결 없음 논문 날짜 미기재	연결 없음
Polyglot	Sentence-pair Classification 88.3 Structured Prediction 80.6 Question Answering 71.9 Sentence Retrieval 90.8 Avg 81.7	연결 없음 논문 날짜 미기재	연결 없음
Unicoder+ZCode	Sentence-pair Classification 88.4 Structured Prediction 76.2 Question Answering 72.5 Sentence Retrieval 93.7 Avg 81.6	연결 없음 논문 날짜 미기재	연결 없음
Unicoder + ZCode	Sentence-pair Classification 88.4 Structured Prediction 76.2 Question Answering 72.5 Sentence Retrieval 93.7 Avg 81.6	연결 없음 논문 날짜 미기재	연결 없음
ERNIE-M	Sentence-pair Classification 87.9 Structured Prediction 75.6 Question Answering 72.3 Sentence Retrieval 91.9 Avg 80.9	ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora 2020-12-31	코드 1 · 코드 2
HiCTL	Sentence-pair Classification 89.0 Structured Prediction 74.4 Question Answering 71.9 Sentence Retrieval 92.6 Avg 80.8	연결 없음 논문 날짜 미기재	연결 없음
T-ULRv2 + StableTune	Sentence-pair Classification 88.8 Structured Prediction 75.4 Question Answering 72.9 Sentence Retrieval 89.3 Avg 80.7	InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training 2020-07-15	코드 1 · 코드 2 · 코드 3 · 코드 4
Anonymous3	Sentence-pair Classification 88.2 Structured Prediction 74.6 Question Answering 71.7 Sentence Retrieval 89.0 Avg 79.9	연결 없음 논문 날짜 미기재	연결 없음
FILTER	Sentence-pair Classification 87.5 Structured Prediction 71.9 Question Answering 68.5 Sentence Retrieval 84.4 Avg 77.0	FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding 2020-09-10	코드 1
Creative	Sentence-pair Classification 86.3 Structured Prediction 90.8 Question Answering 59.7 Sentence Retrieval 77.5 Avg 76.5	연결 없음 논문 날짜 미기재	연결 없음
X-STILTs	Sentence-pair Classification 83.9 Structured Prediction 69.4 Question Answering 67.2 Sentence Retrieval 76.5 Avg 73.5	English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too 2020-05-26	연결 없음
RemBERT	Sentence-pair Classification 84.1 Structured Prediction 73.3 Question Answering 68.6 Sentence Retrieval NA Avg 56.1	연결 없음 논문 날짜 미기재	연결 없음
Anonymous5	Sentence-pair Classification 75.3 Structured Prediction 66.9 Question Answering 52.5 Sentence Retrieval 18.0 Avg 53.1	연결 없음 논문 날짜 미기재	연결 없음
mT5	Sentence-pair Classification 89.8 Structured Prediction NA Question Answering 73.6 Sentence Retrieval NA Avg 40.9	mT5: A massively multilingual pre-trained text-to-text transformer 2020-10-22	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8
Anonymous6	Sentence-pair Classification 44.2 Structured Prediction 0.0 Question Answering 65.5 Sentence Retrieval 34.5 Avg 39.3	연결 없음 논문 날짜 미기재	연결 없음
mBERT	AVG 59.6 Sentence-pair Classification 73.7 Structured Prediction 66.3 Question Answering 53.8 Sentence Retrieval 47.7	XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalisation 논문 날짜 미기재	코드 1 · 코드 2