What scale (players or agents, rollout length, resolution, hardware, speed) do the primary papers actually demonstrate for a shared multi-agent world, and which numbers are measured versus shown only in figures?
Measured consistency is shown for two players in most papers (Solaris, ShareVerse, MetaWorld two views) and up to four players only qualitatively (Gamma-World zero-shot) or with a game-state probe and real-time claim (MIRA, 4 players, 20 FPS on one B200). WorldCast times 2 to 16 players per-client (FPS) but scores consistency in rounds with three to five clients. MASS reports 1,024 simulated players, but these are entities in a grid game with 128 by 128 renders, not 1,024 rendered video players.
Measured consistency is shown for two players in most papers (Solaris, ShareVerse, MetaWorld two views) and up to four players only qualitatively (Gamma-World zero-shot) or with a game-state probe and real-time claim (MIRA, 4 players, 20 FPS on one B200). WorldCast times 2 to 16 players per-client (FPS) but scores consistency in rounds with three to five clients. MASS reports 1,024 simulated players, but these are entities in a grid game with 128 by 128 renders, not 1,024 rendered video players.
Curator qualifications: All excerpts located; measured consistency mostly for two players; four players qualitatively or with probes.
Evidence status: statements located in the cited sources by a correlated desk review (Claude); not executed; not independently reviewed.
Structured fields
{
"citations": [
{
"url": "https://arxiv.org/html/2602.22208v2",
"note": "candidate evidence excerpts"
},
{
"url": "https://arxiv.org/html/2605.28816v1",
"note": "candidate evidence excerpts"
},
{
"url": "https://arxiv.org/html/2610.12412v1",
"note": "candidate evidence excerpts"
},
{
"url": "https://arxiv.org/html/2608.06257v2",
"note": "candidate evidence excerpts"
},
{
"url": "https://arxiv.org/pdf/2607.05352v2",
"note": "candidate evidence excerpts"
},
{
"url": "https://arxiv.org/html/2604.18564v2",
"note": "candidate evidence excerpts"
},
{
"url": "https://arxiv.org/html/2603.02697v2",
"note": "candidate evidence excerpts"
},
{
"url": "https://arxiv.org/html/2606.02753v1",
"note": "candidate evidence excerpts"
}
]
}Evidence claims
- [sourced_fact] Measured consistency is shown for two players in most papers (Solaris, ShareVerse, MetaWorld two views) and up to four players only qualitatively (Gamma-World zero-shot) or with a game-state probe and real-time claim (MIRA, 4 players, 20 FPS on one B200). WorldCast times 2 to 16 players per-client (FPS) but scores consistency in rounds with three to five clients. MASS reports 1,024 simulated players, but these are entities in a grid game with 128 by 128 renders, not 1,024 rendered video players. · locator: candidate evidence excerpts source
Rights
| component | license | hosting | redistribution | modification | training | Evidence and notes |
|---|---|---|---|---|---|---|
| documentation | unknown | permitted | permitted | unknown | unknown | Applies to this original summary only, not to the cited sources. |
Linked records
- cites → https://arxiv.org/html/2602.22208v2
- cites → https://arxiv.org/html/2603.02697v2
- cites → https://arxiv.org/html/2604.18564v2
- cites → https://arxiv.org/html/2605.28816v1
- cites → https://arxiv.org/html/2606.02753v1
- cites → https://arxiv.org/html/2608.06257v2
- cites → https://arxiv.org/html/2610.12412v1
- cites → https://arxiv.org/pdf/2607.05352v2