| { |
| "axes": [ |
| { |
| "name": "Static", |
| "span": 1 |
| }, |
| { |
| "name": "Dynamic", |
| "span": 4 |
| }, |
| { |
| "name": "Long-horizon", |
| "span": 2 |
| } |
| ], |
| "columns": [ |
| { |
| "id": "eval50", |
| "label": "DL3DV static (eval50)", |
| "benchdir": "eval50", |
| "total": 50, |
| "axis": "Static" |
| }, |
| { |
| "id": "dyn_nvidia", |
| "label": "NVIDIA (secondary)", |
| "benchdir": "dyn_nvidia", |
| "total": 24, |
| "axis": "Dynamic" |
| }, |
| { |
| "id": "dyn_kubric4d", |
| "label": "Kubric-4D (GCD)", |
| "benchdir": "dyn_kubric4d", |
| "total": 103, |
| "axis": "Dynamic" |
| }, |
| { |
| "id": "dyn_spatialvid", |
| "label": "SpatialVID", |
| "benchdir": "dyn_spatialvid", |
| "total": 30, |
| "axis": "Dynamic" |
| }, |
| { |
| "id": "lh_dl3dv", |
| "label": "LH-DL3DV drift/loop", |
| "benchdir": "lh_dl3dv", |
| "total": 42, |
| "axis": "Long-horizon" |
| }, |
| { |
| "id": "worldscore", |
| "label": "WorldScore", |
| "benchdir": "worldscore", |
| "total": 8, |
| "axis": "Long-horizon" |
| } |
| ], |
| "groups": [ |
| { |
| "name": "Ours (warp+inpaint VACE)", |
| "methods": [ |
| { |
| "id": "vace14b", |
| "label": "VACE-14B (ours)" |
| }, |
| { |
| "id": "vace14b_ft_lh", |
| "label": "VACE-14B ft (long-horizon)" |
| }, |
| { |
| "id": "vace14b_ft_dyn", |
| "label": "VACE-14B ft (dynamic)" |
| }, |
| { |
| "id": "vace14b_ft_mixed", |
| "label": "VACE-14B ft (mixed)" |
| }, |
| { |
| "id": "i2v_base", |
| "label": "I2V base" |
| }, |
| { |
| "id": "i2v_ft", |
| "label": "I2V ft" |
| } |
| ] |
| }, |
| { |
| "name": "Diffusion baselines", |
| "methods": [ |
| { |
| "id": "gen3c", |
| "label": "GEN3C" |
| }, |
| { |
| "id": "voyager", |
| "label": "Voyager" |
| }, |
| { |
| "id": "flexworld", |
| "label": "FlexWorld" |
| }, |
| { |
| "id": "viewcrafter", |
| "label": "ViewCrafter" |
| }, |
| { |
| "id": "framecrafter", |
| "label": "FrameCrafter" |
| }, |
| { |
| "id": "nvs_solver", |
| "label": "NVS-Solver" |
| }, |
| { |
| "id": "viewextrapolator", |
| "label": "ViewExtrapolator" |
| }, |
| { |
| "id": "trajcrafter", |
| "label": "TrajCrafter" |
| } |
| ] |
| }, |
| { |
| "name": "Per-scene 3DGS", |
| "methods": [ |
| { |
| "id": "shape_of_motion", |
| "label": "Shape-of-Motion (4D-GS)" |
| } |
| ] |
| }, |
| { |
| "name": "Long-horizon SOTA (world models)", |
| "methods": [ |
| { |
| "id": "lyra2", |
| "label": "Lyra-2" |
| }, |
| { |
| "id": "matrix3d", |
| "label": "Matrix3D" |
| }, |
| { |
| "id": "spmem", |
| "label": "SpatialMem" |
| }, |
| { |
| "id": "vmem", |
| "label": "VMem" |
| }, |
| { |
| "id": "matrixgame3", |
| "label": "MatrixGame-3" |
| } |
| ] |
| } |
| ], |
| "highlight": "vace14b", |
| "matrix": { |
| "vace14b": { |
| "eval50": { |
| "status": "scored", |
| "text": "\u2713 scored (n=50)", |
| "n": 50 |
| }, |
| "dyn_nvidia": { |
| "status": "scored", |
| "text": "\u2713 scored (n=18)", |
| "n": 18 |
| }, |
| "dyn_kubric4d": { |
| "status": "scored", |
| "text": "\u2713 scored (n=91)", |
| "n": 91 |
| }, |
| "dyn_spatialvid": { |
| "status": "scored", |
| "text": "\u2713 scored (n=30)", |
| "n": 30 |
| }, |
| "lh_dl3dv": { |
| "status": "scored", |
| "text": "\u2713 scored (n=42)", |
| "n": 42 |
| }, |
| "worldscore": { |
| "status": "scored", |
| "text": "\u2713 scored (n=8)", |
| "n": 8 |
| } |
| }, |
| "vace14b_ft_lh": { |
| "eval50": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| }, |
| "dyn_nvidia": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| }, |
| "dyn_kubric4d": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| }, |
| "dyn_spatialvid": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| }, |
| "lh_dl3dv": { |
| "status": "running", |
| "text": "\ud83d\udd04 running (gen: 3/42, ft@4000)", |
| "n": null, |
| "gen": 3 |
| }, |
| "worldscore": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| } |
| }, |
| "vace14b_ft_dyn": { |
| "eval50": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| }, |
| "dyn_nvidia": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| }, |
| "dyn_kubric4d": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| }, |
| "dyn_spatialvid": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| }, |
| "lh_dl3dv": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| }, |
| "worldscore": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| } |
| }, |
| "vace14b_ft_mixed": { |
| "eval50": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| }, |
| "dyn_nvidia": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| }, |
| "dyn_kubric4d": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| }, |
| "dyn_spatialvid": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| }, |
| "lh_dl3dv": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| }, |
| "worldscore": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| } |
| }, |
| "i2v_base": { |
| "eval50": { |
| "status": "scored", |
| "text": "\u2713 scored (n=34)", |
| "n": 34 |
| }, |
| "dyn_nvidia": { |
| "status": "scored", |
| "text": "\u2713 scored (n=21)", |
| "n": 21 |
| }, |
| "dyn_kubric4d": { |
| "status": "scored", |
| "text": "\u2713 scored (n=90)", |
| "n": 90 |
| }, |
| "dyn_spatialvid": { |
| "status": "scored", |
| "text": "\u2713 scored (n=29)", |
| "n": 29 |
| }, |
| "lh_dl3dv": { |
| "status": "running", |
| "text": "\ud83d\udd04 running (gen: 19/42)", |
| "n": null, |
| "gen": 19 |
| }, |
| "worldscore": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| } |
| }, |
| "i2v_ft": { |
| "eval50": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| }, |
| "dyn_nvidia": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| }, |
| "dyn_kubric4d": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| }, |
| "dyn_spatialvid": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| }, |
| "lh_dl3dv": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| }, |
| "worldscore": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| } |
| }, |
| "gen3c": { |
| "eval50": { |
| "status": "scored", |
| "text": "\u2713 scored (n=50)", |
| "n": 50 |
| }, |
| "dyn_nvidia": { |
| "status": "scored", |
| "text": "\u2713 scored (n=21)", |
| "n": 21 |
| }, |
| "dyn_kubric4d": { |
| "status": "scored", |
| "text": "\u2713 scored (n=100)", |
| "n": 100 |
| }, |
| "dyn_spatialvid": { |
| "status": "scored", |
| "text": "\u2713 scored (n=20)", |
| "n": 20 |
| }, |
| "lh_dl3dv": { |
| "status": "scored", |
| "text": "\u2713 scored (n=42)", |
| "n": 42 |
| }, |
| "worldscore": { |
| "status": "scored", |
| "text": "\u2713 scored (n=8)", |
| "n": 8 |
| } |
| }, |
| "voyager": { |
| "eval50": { |
| "status": "scored", |
| "text": "\u2713 scored (n=49)", |
| "n": 49 |
| }, |
| "dyn_nvidia": { |
| "status": "scored", |
| "text": "\u2713 scored (n=18)", |
| "n": 18 |
| }, |
| "dyn_kubric4d": { |
| "status": "scored", |
| "text": "\u2713 scored (n=5)", |
| "n": 5 |
| }, |
| "dyn_spatialvid": { |
| "status": "scored", |
| "text": "\u2713 scored (n=30)", |
| "n": 30 |
| }, |
| "lh_dl3dv": { |
| "status": "scored", |
| "text": "\u2713 scored (n=33)", |
| "n": 33 |
| }, |
| "worldscore": { |
| "status": "scored", |
| "text": "\u2713 scored (n=8)", |
| "n": 8 |
| } |
| }, |
| "flexworld": { |
| "eval50": { |
| "status": "scored", |
| "text": "\u2713 scored (n=50)", |
| "n": 50 |
| }, |
| "dyn_nvidia": { |
| "status": "scored", |
| "text": "\u2713 scored (n=18)", |
| "n": 18 |
| }, |
| "dyn_kubric4d": { |
| "status": "scored", |
| "text": "\u2713 scored (n=100)", |
| "n": 100 |
| }, |
| "dyn_spatialvid": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| }, |
| "lh_dl3dv": { |
| "status": "scored", |
| "text": "\u2713 scored (n=42)", |
| "n": 42 |
| }, |
| "worldscore": { |
| "status": "scored", |
| "text": "\u2713 scored (n=8)", |
| "n": 8 |
| } |
| }, |
| "viewcrafter": { |
| "eval50": { |
| "status": "scored", |
| "text": "\u2713 scored (n=36)", |
| "n": 36 |
| }, |
| "dyn_nvidia": { |
| "status": "scored", |
| "text": "\u2713 scored (n=21)", |
| "n": 21 |
| }, |
| "dyn_kubric4d": { |
| "status": "scored", |
| "text": "\u2713 scored (n=100)", |
| "n": 100 |
| }, |
| "dyn_spatialvid": { |
| "status": "scored", |
| "text": "\u2713 scored (n=29)", |
| "n": 29 |
| }, |
| "lh_dl3dv": { |
| "status": "scored", |
| "text": "\u2713 scored (n=42)", |
| "n": 42 |
| }, |
| "worldscore": { |
| "status": "scored", |
| "text": "\u2713 scored (n=8)", |
| "n": 8 |
| } |
| }, |
| "framecrafter": { |
| "eval50": { |
| "status": "scored", |
| "text": "\u2713 scored (n=50)", |
| "n": 50 |
| }, |
| "dyn_nvidia": { |
| "status": "scored", |
| "text": "\u2713 scored (n=21)", |
| "n": 21 |
| }, |
| "dyn_kubric4d": { |
| "status": "scored", |
| "text": "\u2713 scored (n=100)", |
| "n": 100 |
| }, |
| "dyn_spatialvid": { |
| "status": "scored", |
| "text": "\u2713 scored (n=27)", |
| "n": 27 |
| }, |
| "lh_dl3dv": { |
| "status": "scored", |
| "text": "\u2713 scored (n=41)", |
| "n": 41 |
| }, |
| "worldscore": { |
| "status": "scored", |
| "text": "\u2713 scored (n=8)", |
| "n": 8 |
| } |
| }, |
| "nvs_solver": { |
| "eval50": { |
| "status": "scored", |
| "text": "\u2713 scored (n=45)", |
| "n": 45 |
| }, |
| "dyn_nvidia": { |
| "status": "scored", |
| "text": "\u2713 scored (n=18)", |
| "n": 18 |
| }, |
| "dyn_kubric4d": { |
| "status": "scored", |
| "text": "\u2713 scored (n=100)", |
| "n": 100 |
| }, |
| "dyn_spatialvid": { |
| "status": "scored", |
| "text": "\u2713 scored (n=30)", |
| "n": 30 |
| }, |
| "lh_dl3dv": { |
| "status": "scored", |
| "text": "\u2713 scored (n=42)", |
| "n": 42 |
| }, |
| "worldscore": { |
| "status": "scored", |
| "text": "\u2713 scored (n=8)", |
| "n": 8 |
| } |
| }, |
| "viewextrapolator": { |
| "eval50": { |
| "status": "scored", |
| "text": "\u2713 scored (n=50)", |
| "n": 50 |
| }, |
| "dyn_nvidia": { |
| "status": "scored", |
| "text": "\u2713 scored (n=18)", |
| "n": 18 |
| }, |
| "dyn_kubric4d": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| }, |
| "dyn_spatialvid": { |
| "status": "scored", |
| "text": "\u2713 scored (n=30)", |
| "n": 30 |
| }, |
| "lh_dl3dv": { |
| "status": "scored", |
| "text": "\u2713 scored (n=32)", |
| "n": 32 |
| }, |
| "worldscore": { |
| "status": "scored", |
| "text": "\u2713 scored (n=8)", |
| "n": 8 |
| } |
| }, |
| "trajcrafter": { |
| "eval50": { |
| "status": "scored", |
| "text": "\u2713 scored (n=48)", |
| "n": 48 |
| }, |
| "dyn_nvidia": { |
| "status": "scored", |
| "text": "\u2713 scored (n=14)", |
| "n": 14 |
| }, |
| "dyn_kubric4d": { |
| "status": "scored", |
| "text": "\u2713 scored (n=67)", |
| "n": 67 |
| }, |
| "dyn_spatialvid": { |
| "status": "scored", |
| "text": "\u2713 scored (n=24)", |
| "n": 24 |
| }, |
| "lh_dl3dv": { |
| "status": "scored", |
| "text": "\u2713 scored (n=42)", |
| "n": 42 |
| }, |
| "worldscore": { |
| "status": "scored", |
| "text": "\u2713 scored (n=8)", |
| "n": 8 |
| } |
| }, |
| "shape_of_motion": { |
| "eval50": { |
| "status": "na", |
| "text": "\u23ed N/A", |
| "reason": "per-scene 4D-GS, not applicable", |
| "n": null |
| }, |
| "dyn_nvidia": { |
| "status": "scored", |
| "text": "\u2713 scored (n=21)", |
| "n": 21 |
| }, |
| "dyn_kubric4d": { |
| "status": "scored", |
| "text": "\u2713 scored (n=15)", |
| "n": 15 |
| }, |
| "dyn_spatialvid": { |
| "status": "running", |
| "text": "\ud83d\udd04 running (gen: 30/30)", |
| "n": null, |
| "gen": 30 |
| }, |
| "lh_dl3dv": { |
| "status": "running", |
| "text": "\ud83d\udd04 running (gen: 42/42)", |
| "n": null, |
| "gen": 42 |
| }, |
| "worldscore": { |
| "status": "na", |
| "text": "\u23ed N/A", |
| "reason": "per-scene 4D-GS, not applicable", |
| "n": null |
| } |
| }, |
| "lyra2": { |
| "eval50": { |
| "status": "na", |
| "text": "\u23ed N/A", |
| "reason": "LH world-model, eval on LH only", |
| "n": null |
| }, |
| "dyn_nvidia": { |
| "status": "na", |
| "text": "\u23ed N/A", |
| "reason": "LH world-model, eval on LH only", |
| "n": null |
| }, |
| "dyn_kubric4d": { |
| "status": "na", |
| "text": "\u23ed N/A", |
| "reason": "LH world-model, eval on LH only", |
| "n": null |
| }, |
| "dyn_spatialvid": { |
| "status": "na", |
| "text": "\u23ed N/A", |
| "reason": "LH world-model, eval on LH only", |
| "n": null |
| }, |
| "lh_dl3dv": { |
| "status": "running", |
| "text": "\ud83d\udd04 running (gen: 24/42)", |
| "n": null, |
| "gen": 24 |
| }, |
| "worldscore": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| } |
| }, |
| "matrix3d": { |
| "eval50": { |
| "status": "na", |
| "text": "\u23ed N/A", |
| "reason": "LH world-model, eval on LH only", |
| "n": null |
| }, |
| "dyn_nvidia": { |
| "status": "na", |
| "text": "\u23ed N/A", |
| "reason": "LH world-model, eval on LH only", |
| "n": null |
| }, |
| "dyn_kubric4d": { |
| "status": "na", |
| "text": "\u23ed N/A", |
| "reason": "LH world-model, eval on LH only", |
| "n": null |
| }, |
| "dyn_spatialvid": { |
| "status": "na", |
| "text": "\u23ed N/A", |
| "reason": "LH world-model, eval on LH only", |
| "n": null |
| }, |
| "lh_dl3dv": { |
| "status": "pending", |
| "text": "\u2014 pending (queued)", |
| "reason": "queued", |
| "n": null |
| }, |
| "worldscore": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| } |
| }, |
| "spmem": { |
| "eval50": { |
| "status": "na", |
| "text": "\u23ed N/A", |
| "reason": "LH world-model, eval on LH only", |
| "n": null |
| }, |
| "dyn_nvidia": { |
| "status": "na", |
| "text": "\u23ed N/A", |
| "reason": "LH world-model, eval on LH only", |
| "n": null |
| }, |
| "dyn_kubric4d": { |
| "status": "na", |
| "text": "\u23ed N/A", |
| "reason": "LH world-model, eval on LH only", |
| "n": null |
| }, |
| "dyn_spatialvid": { |
| "status": "na", |
| "text": "\u23ed N/A", |
| "reason": "LH world-model, eval on LH only", |
| "n": null |
| }, |
| "lh_dl3dv": { |
| "status": "pending", |
| "text": "\u2014 pending (spmem running, no outputs yet)", |
| "reason": "spmem running, no outputs yet", |
| "n": null |
| }, |
| "worldscore": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| } |
| }, |
| "vmem": { |
| "eval50": { |
| "status": "na", |
| "text": "\u23ed N/A", |
| "reason": "LH world-model, eval on LH only", |
| "n": null |
| }, |
| "dyn_nvidia": { |
| "status": "na", |
| "text": "\u23ed N/A", |
| "reason": "LH world-model, eval on LH only", |
| "n": null |
| }, |
| "dyn_kubric4d": { |
| "status": "na", |
| "text": "\u23ed N/A", |
| "reason": "LH world-model, eval on LH only", |
| "n": null |
| }, |
| "dyn_spatialvid": { |
| "status": "na", |
| "text": "\u23ed N/A", |
| "reason": "LH world-model, eval on LH only", |
| "n": null |
| }, |
| "lh_dl3dv": { |
| "status": "pending", |
| "text": "\u2014 pending (gated)", |
| "reason": "gated", |
| "n": null |
| }, |
| "worldscore": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| } |
| }, |
| "matrixgame3": { |
| "eval50": { |
| "status": "na", |
| "text": "\u23ed N/A", |
| "reason": "LH world-model, eval on LH only", |
| "n": null |
| }, |
| "dyn_nvidia": { |
| "status": "na", |
| "text": "\u23ed N/A", |
| "reason": "LH world-model, eval on LH only", |
| "n": null |
| }, |
| "dyn_kubric4d": { |
| "status": "na", |
| "text": "\u23ed N/A", |
| "reason": "LH world-model, eval on LH only", |
| "n": null |
| }, |
| "dyn_spatialvid": { |
| "status": "na", |
| "text": "\u23ed N/A", |
| "reason": "LH world-model, eval on LH only", |
| "n": null |
| }, |
| "lh_dl3dv": { |
| "status": "na", |
| "text": "\u23ed N/A", |
| "reason": "run broken", |
| "n": null |
| }, |
| "worldscore": { |
| "status": "pending", |
| "text": "\u2014 pending", |
| "reason": "", |
| "n": null |
| } |
| } |
| }, |
| "summary": { |
| "n_methods": 20, |
| "n_benchmarks": 6, |
| "cells_total": 120, |
| "n_cells": 120, |
| "scored": 58, |
| "running": 5, |
| "na": 23, |
| "pending": 34, |
| "pending_plus_na": 57 |
| } |
| } |
