SOTAVerified

Playing the Game of 2048

Papers

Showing 110 of 57 papers

TitleStatusHype
Perceptual Similarity for Measuring Decision-Making Style and Policy Diversity in GamesCode0
PFGM++: Unlocking the Potential of Physics-Inspired Generative ModelsCode2
On Reinforcement Learning for the Game of 2048Code1
Parallel Context Windows for Large Language ModelsCode1
Pavementscapes: a large-scale hierarchical image dataset for asphalt pavement damage segmentationCode1
Rapid Person Re-Identification via Sub-space Consistency Regularization0
Efficient Human Pose Estimation via 3D Event Point CloudCode1
You Can't Count on Luck: Why Decision Transformers and RvS Fail in Stochastic Environments0
Characterizing the Efficiency vs. Accuracy Trade-off for Long-Context NLP ModelsCode0
Pathways: Asynchronous Distributed Dataflow for ML0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Stochastic MuzeroAverage Score500,000Unverified
2AlphaZero (With Simulator)Average Score500,000Unverified
3MuZeroAverage Score300,000Unverified
4Beam SearchAverage Score1,024Unverified
5DQN (1000 episodes)Average Score256Unverified