SOTAVerified

Playing the Game of 2048

Papers

Showing 4150 of 57 papers

TitleStatusHype
Towards Efficient and Exact MAP-Inference for Large Scale Discrete Computer Vision Problems via Combinatorial Optimization0
Towards Sampling from Nondirected Probabilistic Graphical models using a D-Wave Quantum Annealer0
Why Out-of-distribution Detection in CNNs Does Not Like Mahalanobis -- and What to Use Instead0
Training EfficientNets at Supercomputer Scale: 83% ImageNet Top-1 Accuracy in One Hour0
Playing 2048 With Reinforcement LearningCode0
MG-WFBP: Merging Gradients Wisely for Efficient Communication in Distributed Deep LearningCode0
Scaling Distributed Training of Flood-Filling Networks on HPC Infrastructure for Brain MappingCode0
Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document MatchingCode0
Mastering 2048 with Delayed Temporal Coherence Learning, Multi-Stage Weight Promotion, Redundant Encoding and Carousel ShapingCode0
Decoder-tailored Polar Code Design Using the Genetic AlgorithmCode0
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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