SOTAVerified

Playing the Game of 2048

Papers

Showing 125 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
Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Conditioned GANsCode1
The Economics of Orbit Use: Open Access, External Costs, and Runaway Debris Growth0
DVHN: A Deep Hashing Framework for Large-scale Vehicle Re-identification0
Optimistic Temporal Difference Learning for 2048Code1
Playing 2048 With Reinforcement LearningCode0
Why Out-of-distribution Detection in CNNs Does Not Like Mahalanobis -- and What to Use Instead0
Planning in Stochastic Environments with a Learned ModelCode1
Spatial-Separated Curve Rendering Network for Efficient and High-Resolution Image HarmonizationCode1
Train Short, Test Long: Attention with Linear Biases Enables Input Length ExtrapolationCode2
Scalable Reverse Image Search Engine for NASAWorldview0
Accelerating Markov Random Field Inference with Uncertainty Quantification0
Long Short-Term Transformer for Online Action DetectionCode1
M6-T: Exploring Sparse Expert Models and Beyond0
GSPMD: General and Scalable Parallelization for ML Computation GraphsCode2
Objective-Based Hierarchical Clustering of Deep Embedding Vectors0
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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