Doom 2-Player PvP: 167 Hours of Synchronized Video and Actions

A collection of 2,600 episodes of 2-player PvP Doom gameplay recordings totaling 167 hours and 21 million frames. Created by user chrisxx and updated in March 2026, it provides synchronized video, actions, and rewards for both participants at 35 fps. The data is formatted as WebDataset tar shards and occupies approximately 902 GB.

Use Cases

• Training world models using the 480x640 MP4 video frames and synchronized action sequences
• Multi-agent reinforcement learning (MARL) using the dual-player reward signals
• Action recognition research using the MF, MB, MR, and ML movement labels

Strengths

• 21 million frames of gameplay
• Synchronized dual-player perspectives
• High-frequency 35 fps capture rate matching the game engine's internal tick rate

Limitations

• Significant storage footprint of 902 GB
• Resolution limited to 480x640
• Domain-specific to the 1993 Doom engine environment