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Browse SoTA
> Playing Games
Playing Games
254 benchmarks • 42 tasks • 149 datasets • 2213 papers with code
Image Generation
Image Generation
187 benchmarks
934 papers with code
Image-to-Image Translation
56 benchmarks
345 papers with code
Image Inpainting
14 benchmarks
168 papers with code
Conditional Image Generation
9 benchmarks
93 papers with code
Face Generation
11 benchmarks
76 papers with code
See all 17 tasks
3D Face Animation
Image Generation
187 benchmarks
934 papers with code
Image Super-Resolution
64 benchmarks
368 papers with code
3D Face Animation
252 benchmarks
7 papers with code
Video
Object Tracking
47 benchmarks
326 papers with code
Video Understanding
2 benchmarks
156 papers with code
Action Classification
43 benchmarks
152 papers with code
Video Object Segmentation
36 benchmarks
144 papers with code
Video Classification
127 benchmarks
123 papers with code
See all 40 tasks
Video Games
Atari Games
65 benchmarks
226 papers with code
Starcraft II
2 benchmarks
54 papers with code
Real-Time Strategy Games
2 benchmarks
22 papers with code
FPS Games
1 benchmark
10 papers with code
Dota 2
8 papers with code
See all 9 tasks
Continuous Control
Continuous Control
76 benchmarks
277 papers with code
Car Racing
14 papers with code
Steering Control
3 benchmarks
3 papers with code
Drone Controller
1 papers with code
3D Absolute Human Pose Estimation
Deblurring
11 benchmarks
173 papers with code
3D Face Reconstruction
230 benchmarks
53 papers with code
Talking Head Generation
10 benchmarks
14 papers with code
3D Absolute Human Pose Estimation
467 benchmarks
7 papers with code
3D Face Animation
252 benchmarks
7 papers with code
Atari Games
Atari Games
65 benchmarks
226 papers with code
Montezuma's Revenge
1 benchmark
22 papers with code
Multi-agent Reinforcement Learning
Multi-agent Reinforcement Learning
6 benchmarks
216 papers with code
SMAC
5 benchmarks
22 papers with code
General Reinforcement Learning
Model-based Reinforcement Learning
117 papers with code
Offline RL
1 benchmark
76 papers with code
Real-Time Strategy Games
Starcraft
91 papers with code
Starcraft II
2 benchmarks
54 papers with code
OpenAI Gym
OpenAI Gym
9 benchmarks
123 papers with code
Acrobot
7 papers with code
Hierarchical Reinforcement Learning
Hierarchical Reinforcement Learning
68 papers with code
Board Games
Board Games
2 benchmarks
28 papers with code
Game of Go
1 benchmark
13 papers with code
Game of Chess
7 papers with code
Game of Shogi
1 benchmark
2 papers with code
Card Games
Card Games
14 papers with code
Game of Poker
6 papers with code
Solitaire
3 papers with code
Game of Hanabi
2 papers with code
Klondike
1 papers with code
text-based games
text-based games
20 papers with code
FPS Games
FPS Games
1 benchmark
10 papers with code
Game of Doom
1 benchmark
5 papers with code
Multi-Agent Path Finding
Multi-Agent Path Finding
14 papers with code
Game of Go
Game of Go
1 benchmark
13 papers with code
NetHack
NetHack
1 benchmark
6 papers with code
NetHack Score
1 benchmark
1 papers with code
Game of Chess
Game of Chess
7 papers with code
Game of Poker
Game of Poker
6 papers with code
Offline RL
DQN Replay Dataset
6 papers with code
Game of Football
Game of Football
3 papers with code
Football Action Valuation
1 papers with code
Injury Prediction
1 papers with code
Pass Classification
Control with Prametrised Actions
Control with Prametrised Actions
3 benchmarks
2 papers with code
Game of Shogi
Game of Shogi
1 benchmark
2 papers with code
Deep-Sea Treasure, Image version
Deep-Sea Treasure, Image version
1 papers with code
Game of Suduko
Game of Suduko
1 benchmark
1 papers with code
Game of Cricket
Game of Cricket