whatmodel.sh / video / Pandora (world model)

Pandora (world model) is a closed-weights video model from Maitrix.org (MBZUAI / UC San Diego), released May 2024. Licence: apache-2.0.

Catalogue identity notes

Checkpoint maitrix-org/Pandora was released 2024-05-23 but the README now says the weights are hidden 'due to data license issue' and the Hugging Face repo is access-restricted, so no local command is listed.

38.9±6.8comparison only: no current run option verifiedfrom 1 benchmark result across 1 source* thinly tested, treat the rank as provisional

$ how it compares

The video models ranked either side of Pandora (world model), out of 139 with a score.

#modelscorewhereRAMreleased
104T2V-Turbo (MS) UC Santa Barbara39±6comparison only2024-05
105HunyuanVideo Tencent39±3api price unknown +local~28GB2024-12
106Pandora (world model) Maitrix.org (MBZUAI / UC San Diego)39±7comparison only2024-05
107T2V-Turbo-v2 UC Santa Barbara38±5api price unknown +local~9.4GB2024-10
108Vidu 1.5 ShengShu (Vidu)38±3comparison only2024-11

see all video models · find the ones that fit your machine

$ what it's good at

other tests1 not in a task · 81% of its score
testresultvs the others in its rundifficultycountswhy
WorldModelBench (human total)6.57 / 10 ✎▅··▅▃···▃··█ beats 2/8easy · avg 7.71 / 10▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇ 81%at its level

$ where to run it

No verified API or download recorded yet · add one

$ how the score was worked out · WorldModelBench: Judging Vide… 81%

Each result implies a score on its own, after adjusting for how hard its test is and who ran it. The score is their weighted average, with a small pull toward the middle for thinly tested models. Each test's weight is its counts column above; here it's added up by who ran the tests. How it works

sourceresultsshare of the scorelicence
WorldModelBench: Judging Video Generation Models As World Models1▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇▇ 81%CC-BY-4.0
prior · pull toward the middle▇▇▇▇▇▇ 19%
weighted average= 38.9

$ improve this page

Use a short GitHub form or edit the data through a pull request. Every number needs a source; here's which ones we can use.

data updated · sources and licences · json