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Models/MEND

MEND

Reported on 32 benchmarks across 8 tasks · 1 paper · 32 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision12 results

VideoonzsRE
edit success· uses extra data· 2024-01-02
96.74
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286
VideoonzsRE
fluency· uses extra data· 2024-01-02
586.34
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286
VideoonzsRE
locality· uses extra data· 2024-01-02
92.87
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286
VideoonzsRE
portability· uses extra data· 2024-01-02
60.41
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286
Temporal Action LocalizationonzsRE
edit success· uses extra data· 2024-01-02
96.74
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286
Temporal Action LocalizationonzsRE
fluency· uses extra data· 2024-01-02
586.34
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286
Temporal Action LocalizationonzsRE
locality· uses extra data· 2024-01-02
92.87
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286
Temporal Action LocalizationonzsRE
portability· uses extra data· 2024-01-02
60.41
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286
Action LocalizationonzsRE
edit success· uses extra data· 2024-01-02
96.74
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286
Action LocalizationonzsRE
fluency· uses extra data· 2024-01-02
586.34
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286
Action LocalizationonzsRE
locality· uses extra data· 2024-01-02
92.87
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286
Action LocalizationonzsRE
portability· uses extra data· 2024-01-02
60.41
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286

Natural Language Processing8 results

3D Action RecognitiononzsRE
edit success· uses extra data· 2024-01-02
96.74
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286
3D Action RecognitiononzsRE
fluency· uses extra data· 2024-01-02
586.34
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286
3D Action RecognitiononzsRE
locality· uses extra data· 2024-01-02
92.87
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286
3D Action RecognitiononzsRE
portability· uses extra data· 2024-01-02
60.41
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286
Model EditingonzsRE
edit success· uses extra data· 2024-01-02
96.74
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286
Model EditingonzsRE
fluency· uses extra data· 2024-01-02
586.34
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286
Model EditingonzsRE
locality· uses extra data· 2024-01-02
92.87
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286
Model EditingonzsRE
portability· uses extra data· 2024-01-02
60.41
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286

Methodology4 results

Zero-Shot LearningonzsRE
edit success· uses extra data· 2024-01-02
96.74
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286
Zero-Shot LearningonzsRE
fluency· uses extra data· 2024-01-02
586.34
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286
Zero-Shot LearningonzsRE
locality· uses extra data· 2024-01-02
92.87
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286
Zero-Shot LearningonzsRE
portability· uses extra data· 2024-01-02
60.41
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286

Robots4 results

Activity RecognitiononzsRE
edit success· uses extra data· 2024-01-02
96.74
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286
Activity RecognitiononzsRE
fluency· uses extra data· 2024-01-02
586.34
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286
Activity RecognitiononzsRE
locality· uses extra data· 2024-01-02
92.87
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286
Activity RecognitiononzsRE
portability· uses extra data· 2024-01-02
60.41
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286

Time Series4 results

Action RecognitiononzsRE
edit success· uses extra data· 2024-01-02
96.74
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286
Action RecognitiononzsRE
fluency· uses extra data· 2024-01-02
586.34
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286
Action RecognitiononzsRE
locality· uses extra data· 2024-01-02
92.87
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286
Action RecognitiononzsRE
portability· uses extra data· 2024-01-02
60.41
SOTA
A Comprehensive Study of Knowledge Editing for Large Language Models arXiv:2401.01286