Reformer

Reported on 5 benchmarks across 3 tasks · 2 papers · 1 SOTA

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

Methodology4 results

Data MiningonIMDb Movie Reviews
Accuracy· 2023-08-07
52.2
best: 95.6 (ELECTRA)
Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining arXiv:2308.03235
Data MiningonIMDb Movie Reviews
F1· 2023-08-07
53.3
best: 95.6 (ELECTRA)
Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining arXiv:2308.03235
Interpretable Machine LearningonIMDb Movie Reviews
Accuracy· 2023-08-07
52.2
best: 95.6 (ELECTRA)
Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining arXiv:2308.03235
Interpretable Machine LearningonIMDb Movie Reviews
F1· 2023-08-07
53.3
best: 95.6 (ELECTRA)
Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining arXiv:2308.03235

Robots1 result

MuJoCo GamesonD4RL
Average Reward· 2020-01-13
63.9
best: 88.2 (PMDB)
SOTA
Reformer: The Efficient Transformer arXiv:2001.04451