Image to 3D Benchmark

Benchmark · Benchmark browsing and model comparison

How this tool works

Demo hosted by Rapidata on Hugging Face.

About Image to 3D Benchmark

Rapidata’s Image to 3D Benchmark compares model outputs using judgments from people. The evaluation covers geometry and appearance rather than presenting a single automated score as a complete measure of asset quality.

The Hugging Face Space embeds the benchmark.ai leaderboard. Use it to explore published comparisons and identify models to test with your own images. Rankings describe the evaluated examples and voting setup; they do not guarantee the best result for a different object or workflow.

How to use Image to 3D Benchmark

  1. Open the leaderboard in the frame and inspect the available comparison views.
  2. Compare geometry and appearance results for the models you are considering.
  3. Read the evaluation information and follow the published dataset for more detail.

What to know before you start

  • This Space is a benchmark browser. It does not turn your own image into a 3D model.
  • The embedded leaderboard can change as the provider adds evaluations; Free3DGen does not maintain those rankings.

The provider controls availability, sign-in, processing, and downloads. Save any result before reloading or closing the demo.

Are the rankings measured by Free3DGen?

No. Rapidata provides the evaluation and leaderboard. Free3DGen embeds it and links its source.

Search tools and guides

28 tools and guides

TRELLIS.2Image to 3D · Textured GLB mesh with PBR materialsHi3Dv1Image to 3D · Refined GLB mesh; optional intermediate GLBSparc3DImage to 3D · 3D shape; export options depend on the providerHunyuan3D 2.1Image to 3D · 3D mesh with optional PBR texture generationTRELLISImage to 3D · GLB mesh or Gaussian representationHunyuan3D 2.0Image to 3D · Mesh export in GLB, OBJ, PLY, or STLImage to 3D BenchmarkBenchmark · Human-preference rankings and evaluation results3D Reconstruction from VideoScene reconstruction · Experimental mesh preview and STL downloadPixal3DImage to 3D · Generated 3D asset in GLB formatHi3DGenImage to 3D · Geometry mesh: GLB, OBJ, PLY, or STLDepth Anything 3Scene reconstruction · Depth visualization, 3D preview, optional Gaussian renderingPURE Reconstruction StudioScene reconstruction · PLY point cloud, camera poses, RGB/depth videos, ZIPMulti-View Voxel ReconstructionScene reconstruction · A 2D slice of the fused voxel prediction3D Face ReconstructionFace reconstruction · Face geometry preview and OBJ downloadFRUCScene reconstruction · Reconstructed Gaussian scene and novel-view renderZipSplatScene reconstruction · Gaussian scene, predicted cameras, fly-through previewUniForge3DText to 3D · Textured GLB generated from four viewsHunyuan3D 2mv TurboImage to 3D · Mesh export in GLB, OBJ, PLY, or STLHunyuan3D 2mini TurboImage to 3D · Shape mesh: GLB, OBJ, PLY, or STLAIMoCapMotion capture · 3D motion preview and provider download optionsTRELLIS.2 Text to 3DText to 3D · GLB asset with a Rerun 3D previewValdrada3D simulation · Interactive New York City sceneEmbodied 3D AI World3D simulation · Interactive humanoid movement and task simulationLitePTPoint cloud segmentation · Class-colored preview and per-point NPY labelsInstantMeshImage to 3D · Textured mesh in OBJ or GLB formatGLB ViewerView, rotate, and inspect GLB files on your deviceHow to turn an image into a 3D modelGuide · Prepare an image, generate a model, and check the exportTRELLIS.2 vs InstantMeshComparison · Inputs, export formats, materials, and workflow