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---
license: other
license_name: per-model
tags: [stereo, test-data, fastforks]
---
# fastforks reference outputs
Reference outputs for the [fastforks](https://github.com/kleinicke/fastforks) parity tests: the disparity of each
model variant's original implementation (pinned commit, CPU float32) on the synthetic stereo pair of `tests/synth.py`.
The input pair and the files' layout are ours (Apache-2.0, `LICENSE`); each output is produced by the model and weights
named below, under their licences.
| file | family | code licence | weights | original |
|---|---|---|---|---|
| `aanet-plus-sceneflow@1` | aanet | Apache-2.0 | Apache-2.0 (assumed from code) | https://github.com/haofeixu/aanet@8d0d747e69bbdba43e2578b60ad7df63ba7fdac2 |
| `aanet-sceneflow@1` | aanet | Apache-2.0 | Apache-2.0 (assumed from code) | https://github.com/haofeixu/aanet@8d0d747e69bbdba43e2578b60ad7df63ba7fdac2 |
| `bridgedepth-rvc-pretrain@1` | bridgedepth | MIT | CC-BY-NC-4.0 | https://github.com/aeolusguan/BridgeDepth@9a231601e6981d3536fa6a78ebaccebc1edb99a4 |
| `bridgedepth-sf@1` | bridgedepth | MIT | CC-BY-NC-4.0 | https://github.com/aeolusguan/BridgeDepth@9a231601e6981d3536fa6a78ebaccebc1edb99a4 |
| `c-fast-foundationstereo@1` | c_foundationstereo | Apache-2.0 | LicenseRef-NVIDIA-Open-Model-Agreement | https://github.com/NVIDIA/tao_pytorch_backend@77fb1a4bca02de3ea43de333a5822d57694b6b22 |
| `c-foundationstereo-s@1` | c_foundationstereo | Apache-2.0 | LicenseRef-NVIDIA-Open-Model-License | https://github.com/NVIDIA/tao_pytorch_backend@77fb1a4bca02de3ea43de333a5822d57694b6b22 |
| `fast-foundationstereo@1` | c_foundationstereo | Apache-2.0 | LicenseRef-NVIDIA-Source-Code-License-NC | https://github.com/NVIDIA/tao_pytorch_backend@77fb1a4bca02de3ea43de333a5822d57694b6b22 |
| `cas-gwcnet-c-sceneflow@1` | cas_gwcnet | MIT | MIT (assumed from code) | https://github.com/alibaba/cascade-stereo@2ae7da65515c82025383a0fbee8d6fe063dc7101 |
| `cas-gwcnet-gc-sceneflow@1` | cas_gwcnet | MIT | MIT (assumed from code) | https://github.com/alibaba/cascade-stereo@2ae7da65515c82025383a0fbee8d6fe063dc7101 |
| `cfnet-sceneflow@1` | cfnet | MIT | MIT (assumed from code) | https://github.com/gallenszl/CFNet@982230dd360583fc35743d0b7ed528982fe5fd38 |
| `coex-sceneflow@1` | coex | GPL-3.0-only | GPL-3.0-only (assumed from code) | https://github.com/antabangun/coex@a98b37d33f37754582b1e71f38216af8c69f2347 |
| `crestereo-eth3d@1` | crestereo | Apache-2.0 | Apache-2.0 (assumed from code) | https://github.com/megvii-research/CREStereo@ad3a1613bdedd88b93247e5f002cb7c80799762d |
| `defom-stereo-vitl-sceneflow@1` | defom_stereo | MIT | CC-BY-NC-4.0 | https://github.com/Insta360-Research-Team/DEFOM-Stereo@5b27591d83956e5d329ff66704271a9e68b1c75f |
| `dlnr-middlebury@1` | dlnr | MIT | MIT (assumed from code) | https://github.com/David-Zhao-1997/High-frequency-Stereo-Matching-Network@c10475fe30ff198781ecc7c712c24c781ff05096 |
| `dlnr-sceneflow@1` | dlnr | MIT | MIT (assumed from code) | https://github.com/David-Zhao-1997/High-frequency-Stereo-Matching-Network@c10475fe30ff198781ecc7c712c24c781ff05096 |
| `fast-acvnet-generalization@1` | fast_acvnet | MIT | MIT (assumed from code) | https://github.com/gangweix/Fast-ACVNet@61d5375e1816f124f4417cea506eeaddac1504e4 |
| `fast-acvnet-kitti12@1` | fast_acvnet | MIT | MIT (assumed from code) | https://github.com/gangweix/Fast-ACVNet@61d5375e1816f124f4417cea506eeaddac1504e4 |
| `fast-acvnet-kitti15@1` | fast_acvnet | MIT | MIT (assumed from code) | https://github.com/gangweix/Fast-ACVNet@61d5375e1816f124f4417cea506eeaddac1504e4 |
| `fast-acvnet-plus-generalization@1` | fast_acvnet | MIT | MIT (assumed from code) | https://github.com/gangweix/Fast-ACVNet@61d5375e1816f124f4417cea506eeaddac1504e4 |
| `fast-acvnet-plus-kitti12@1` | fast_acvnet | MIT | MIT (assumed from code) | https://github.com/gangweix/Fast-ACVNet@61d5375e1816f124f4417cea506eeaddac1504e4 |
| `fast-acvnet-plus-kitti15@1` | fast_acvnet | MIT | MIT (assumed from code) | https://github.com/gangweix/Fast-ACVNet@61d5375e1816f124f4417cea506eeaddac1504e4 |
| `fast-acvnet-plus-sceneflow@1` | fast_acvnet | MIT | MIT (assumed from code) | https://github.com/gangweix/Fast-ACVNet@61d5375e1816f124f4417cea506eeaddac1504e4 |
| `fast-acvnet-sceneflow@1` | fast_acvnet | MIT | MIT (assumed from code) | https://github.com/gangweix/Fast-ACVNet@61d5375e1816f124f4417cea506eeaddac1504e4 |
| `foundationstereo-vit-l@1` | foundationstereo | LicenseRef-NVIDIA-Source-Code-License-NC AND Apache-2.0 | LicenseRef-NVIDIA-Source-Code-License-NC | https://github.com/NVlabs/FoundationStereo@6e8806816b533e4d13ddbb95ffa907b797060a62 |
| `foundationstereo-vit-s@1` | foundationstereo | LicenseRef-NVIDIA-Source-Code-License-NC AND Apache-2.0 | LicenseRef-NVIDIA-Source-Code-License-NC | https://github.com/NVlabs/FoundationStereo@6e8806816b533e4d13ddbb95ffa907b797060a62 |
| `great-igev-eth3d@1` | great_igev | Apache-2.0 | Apache-2.0 (assumed from code) | https://github.com/JarvisLee0423/GREAT-Stereo@2a6b1efede8c3a9eec9540790c2700ea2f3dee7d |
| `great-igev-kitti@1` | great_igev | Apache-2.0 | Apache-2.0 (assumed from code) | https://github.com/JarvisLee0423/GREAT-Stereo@2a6b1efede8c3a9eec9540790c2700ea2f3dee7d |
| `great-igev-middlebury@1` | great_igev | Apache-2.0 | Apache-2.0 (assumed from code) | https://github.com/JarvisLee0423/GREAT-Stereo@2a6b1efede8c3a9eec9540790c2700ea2f3dee7d |
| `great-igev-sceneflow@1` | great_igev | Apache-2.0 | Apache-2.0 (assumed from code) | https://github.com/JarvisLee0423/GREAT-Stereo@2a6b1efede8c3a9eec9540790c2700ea2f3dee7d |
| `gwcnet-g-sceneflow@1` | gwcnet | MIT | MIT (assumed from code) | https://github.com/xy-guo/GwcNet@0987074f48b098c6e975a58ca5aacf233b0fb0eb |
| `gwcnet-gc-sceneflow@1` | gwcnet | MIT | MIT (assumed from code) | https://github.com/xy-guo/GwcNet@0987074f48b098c6e975a58ca5aacf233b0fb0eb |
| `hitnet-eth3d@1` | hitnet | Apache-2.0 | Apache-2.0 (assumed from code) | https://github.com/google-research/google-research@f200f2b89d29484bf0dd0fef0c3979ac8bed9af4 |
| `hitnet-middlebury-d400@1` | hitnet | Apache-2.0 | Apache-2.0 (assumed from code) | https://github.com/google-research/google-research@f200f2b89d29484bf0dd0fef0c3979ac8bed9af4 |
| `igev-plusplus-eth3d@1` | igev_plusplus | MIT | MIT (assumed from code) | https://github.com/gangweix/IGEV-plusplus@099dec97989780d151700459c682df1cc2c18e88 |
| `igev-plusplus-kitti12@1` | igev_plusplus | MIT | MIT (assumed from code) | https://github.com/gangweix/IGEV-plusplus@099dec97989780d151700459c682df1cc2c18e88 |
| `igev-plusplus-kitti15@1` | igev_plusplus | MIT | MIT (assumed from code) | https://github.com/gangweix/IGEV-plusplus@099dec97989780d151700459c682df1cc2c18e88 |
| `igev-plusplus-middlebury@1` | igev_plusplus | MIT | MIT (assumed from code) | https://github.com/gangweix/IGEV-plusplus@099dec97989780d151700459c682df1cc2c18e88 |
| `igev-plusplus-sceneflow@1` | igev_plusplus | MIT | MIT (assumed from code) | https://github.com/gangweix/IGEV-plusplus@099dec97989780d151700459c682df1cc2c18e88 |
| `igev-stereo-eth3d@1` | igev_stereo | MIT | MIT (assumed from code) | https://github.com/gangweix/IGEV@4a3d937aab788b3ff3ed49b7b5c81340ab46a5eb |
| `igev-stereo-kitti12@1` | igev_stereo | MIT | MIT (assumed from code) | https://github.com/gangweix/IGEV@4a3d937aab788b3ff3ed49b7b5c81340ab46a5eb |
| `igev-stereo-kitti15@1` | igev_stereo | MIT | MIT (assumed from code) | https://github.com/gangweix/IGEV@4a3d937aab788b3ff3ed49b7b5c81340ab46a5eb |
| `igev-stereo-middlebury@1` | igev_stereo | MIT | MIT (assumed from code) | https://github.com/gangweix/IGEV@4a3d937aab788b3ff3ed49b7b5c81340ab46a5eb |
| `igev-stereo-sceneflow@1` | igev_stereo | MIT | MIT (assumed from code) | https://github.com/gangweix/IGEV@4a3d937aab788b3ff3ed49b7b5c81340ab46a5eb |
| `las2-h@1` | las2 | MIT | MIT | https://github.com/TomTomTommi/LiteAnyStereo@8c97bd4c4da3712c2ac60003a23201dfdb5935f4 |
| `las2-l@1` | las2 | MIT | MIT | https://github.com/TomTomTommi/LiteAnyStereo@8c97bd4c4da3712c2ac60003a23201dfdb5935f4 |
| `las2-m@1` | las2 | MIT | MIT | https://github.com/TomTomTommi/LiteAnyStereo@8c97bd4c4da3712c2ac60003a23201dfdb5935f4 |
| `las2-s@1` | las2 | MIT | MIT | https://github.com/TomTomTommi/LiteAnyStereo@8c97bd4c4da3712c2ac60003a23201dfdb5935f4 |
| `mocha-v1-sceneflow@1` | mocha_stereo | MIT | MIT (assumed from code) | https://github.com/ZYangChen/MoCha-Stereo@78c5889c467fe31414c9425f1280afc0a8f6c1a0 |
| `mocha-v2-sceneflow@1` | mocha_stereo | MIT | MIT (assumed from code) | https://github.com/ZYangChen/MoCha-Stereo@78c5889c467fe31414c9425f1280afc0a8f6c1a0 |
| `monster-mix-all@1` | monster | LicenseRef-noncommercial | LicenseRef-noncommercial AND CC-BY-NC-4.0 | https://github.com/Junda24/MonSter@49016c9a72b4260c0d119c77bb14e78a132cea8c |
| `monster-sceneflow@1` | monster | LicenseRef-noncommercial | LicenseRef-noncommercial AND CC-BY-NC-4.0 | https://github.com/Junda24/MonSter@49016c9a72b4260c0d119c77bb14e78a132cea8c |
| `monster-plusplus-mix-all@1` | monster_plusplus | LicenseRef-noncommercial | LicenseRef-noncommercial AND CC-BY-NC-4.0 | https://github.com/Junda24/MonSter-plusplus@9167101af8fbe93c706707daa7a8181089c8b1b4 |
| `nmrf-sceneflow@1` | nmrf | MIT | MIT (assumed from code) | https://github.com/aeolusguan/NMRF@a50bd8f407ae481c38f95cf141e1b5256e962cb7 |
| `psmnet-sceneflow@1` | psmnet | MIT | MIT (assumed from code) | https://github.com/JiaRenChang/PSMNet@87ac9093afbf6545c093bd9d26c5ffd66e49a7b8 |
| `raft-stereo-eth3d@1` | raft_stereo | MIT | MIT (assumed from code) | https://github.com/princeton-vl/RAFT-Stereo@6e93ed2169bd858dbb43033988563f3b0bb49506 |
| `raft-stereo-middlebury@1` | raft_stereo | MIT | MIT (assumed from code) | https://github.com/princeton-vl/RAFT-Stereo@6e93ed2169bd858dbb43033988563f3b0bb49506 |
| `raft-stereo-sceneflow@1` | raft_stereo | MIT | MIT (assumed from code) | https://github.com/princeton-vl/RAFT-Stereo@6e93ed2169bd858dbb43033988563f3b0bb49506 |
| `rt-monster-plusplus-mix-all@1` | rt_monster_plusplus | LicenseRef-noncommercial | LicenseRef-noncommercial | https://github.com/Junda24/MonSter-plusplus@9167101af8fbe93c706707daa7a8181089c8b1b4 |
| `s2m2-l@1` | s2m2 | CC-BY-NC-4.0 | CC-BY-NC-4.0 | https://github.com/junhong-3dv/s2m2@8f3bd785df593619d955203c6f2c741bef6e31df |
| `s2m2-m@1` | s2m2 | CC-BY-NC-4.0 | CC-BY-NC-4.0 | https://github.com/junhong-3dv/s2m2@8f3bd785df593619d955203c6f2c741bef6e31df |
| `s2m2-s@1` | s2m2 | CC-BY-NC-4.0 | CC-BY-NC-4.0 | https://github.com/junhong-3dv/s2m2@8f3bd785df593619d955203c6f2c741bef6e31df |
| `s2m2-xl@1` | s2m2 | CC-BY-NC-4.0 | CC-BY-NC-4.0 | https://github.com/junhong-3dv/s2m2@8f3bd785df593619d955203c6f2c741bef6e31df |
| `selective-igev-eth3d-finetune@1` | selective_igev | MIT | MIT (assumed from code) | https://github.com/Windsrain/Selective-Stereo@c39acbfef9fbe36fbc01efa4abeafc62bbe2da36 |
| `selective-igev-eth3d-train@1` | selective_igev | MIT | MIT (assumed from code) | https://github.com/Windsrain/Selective-Stereo@c39acbfef9fbe36fbc01efa4abeafc62bbe2da36 |
| `selective-igev-kitti12@1` | selective_igev | MIT | MIT (assumed from code) | https://github.com/Windsrain/Selective-Stereo@c39acbfef9fbe36fbc01efa4abeafc62bbe2da36 |
| `selective-igev-kitti15@1` | selective_igev | MIT | MIT (assumed from code) | https://github.com/Windsrain/Selective-Stereo@c39acbfef9fbe36fbc01efa4abeafc62bbe2da36 |
| `selective-igev-middlebury-finetune@1` | selective_igev | MIT | MIT (assumed from code) | https://github.com/Windsrain/Selective-Stereo@c39acbfef9fbe36fbc01efa4abeafc62bbe2da36 |
| `selective-igev-middlebury-train@1` | selective_igev | MIT | MIT (assumed from code) | https://github.com/Windsrain/Selective-Stereo@c39acbfef9fbe36fbc01efa4abeafc62bbe2da36 |
| `selective-igev-sceneflow@1` | selective_igev | MIT | MIT (assumed from code) | https://github.com/Windsrain/Selective-Stereo@c39acbfef9fbe36fbc01efa4abeafc62bbe2da36 |
| `waft-stereo-b@1` | waft_stereo | BSD-3-Clause | CC-BY-NC-4.0 | https://github.com/princeton-vl/WAFT-Stereo@c534320860f4bbb2c0df896e3ccb95de49284aec |
| `waft-stereo-s@1` | waft_stereo | BSD-3-Clause | BSD-3-Clause | https://github.com/princeton-vl/WAFT-Stereo@c534320860f4bbb2c0df896e3ccb95de49284aec |
| `da3-giant-1.1@1` | depth_anything_3 | Apache-2.0 | CC-BY-NC-4.0 | https://github.com/ByteDance-Seed/Depth-Anything-3@3d835ec1a5802d64a8b8b15f817a1ab54809bfe4 |
| `da3-large-1.1@1` | depth_anything_3 | Apache-2.0 | CC-BY-NC-4.0 | https://github.com/ByteDance-Seed/Depth-Anything-3@3d835ec1a5802d64a8b8b15f817a1ab54809bfe4 |
| `da3metric-large@1` | depth_anything_3 | Apache-2.0 | Apache-2.0 | https://github.com/ByteDance-Seed/Depth-Anything-3@3d835ec1a5802d64a8b8b15f817a1ab54809bfe4 |
| `da3mono-large@1` | depth_anything_3 | Apache-2.0 | Apache-2.0 | https://github.com/ByteDance-Seed/Depth-Anything-3@3d835ec1a5802d64a8b8b15f817a1ab54809bfe4 |
| `da3nested-giant-large-1.1@1` | depth_anything_3 | Apache-2.0 | CC-BY-NC-4.0 | https://github.com/ByteDance-Seed/Depth-Anything-3@3d835ec1a5802d64a8b8b15f817a1ab54809bfe4 |
| `depth-anything-v2-b@1` | depth_anything_v2 | Apache-2.0 | CC-BY-NC-4.0 | https://github.com/DepthAnything/Depth-Anything-V2@a561b849ebae10a6f5ef49e26c83cbbcd36c71bf |
| `depth-anything-v2-l@1` | depth_anything_v2 | Apache-2.0 | CC-BY-NC-4.0 | https://github.com/DepthAnything/Depth-Anything-V2@a561b849ebae10a6f5ef49e26c83cbbcd36c71bf |
| `depth-anything-v2-s@1` | depth_anything_v2 | Apache-2.0 | Apache-2.0 | https://github.com/DepthAnything/Depth-Anything-V2@a561b849ebae10a6f5ef49e26c83cbbcd36c71bf |
| `depth-pro@1` | depth_pro | LicenseRef-Apple-Sample-Code | LicenseRef-research-only | https://github.com/apple/ml-depth-pro@9e65e4dbe9568d23c546fcec53302b10445e109e |
| `marigold-depth-v1-1@1` | marigold | Apache-2.0 | LicenseRef-CreativeML-OpenRAIL-PlusPlus-M | https://github.com/prs-eth/Marigold@2bfbdeae5d10a50b71f1ba20c865d46e480f6010 |
| `metric3d-vit-large@1` | metric3d | BSD-2-Clause | BSD-2-Clause (assumed from code) | https://github.com/YvanYin/Metric3D@eb5b6fac0dc155e4e52f576e304fbf11655ff339 |
| `midas-dpt-beit-large-512@1` | midas | MIT | MIT (assumed from code) | https://github.com/isl-org/MiDaS@454597711a62eabcbf7d1e89f3fb9f569051ac9b |
| `moge-2-vitl-normal@1` | moge | MIT | MIT | https://github.com/microsoft/MoGe@74fbce054ebed49800de42d0ad0e83495065719a |
| `moge-2-vits-normal@1` | moge | MIT | MIT | https://github.com/microsoft/MoGe@74fbce054ebed49800de42d0ad0e83495065719a |
| `moge-3-vitl@1` | moge | MIT | MIT | https://github.com/microsoft/MoGe@74fbce054ebed49800de42d0ad0e83495065719a |
| `unidepth-v2-vitl14@1` | unidepth_v2 | CC-BY-NC-4.0 | CC-BY-NC-4.0 (assumed from code) | https://github.com/lpiccinelli-eth/UniDepth@8d8cfe4c7ee15297099983607febf0d4f32eb3d6 |
| `unik3d-vitl@1` | unik3d | CC-BY-NC-SA-4.0 | CC-BY-NC-SA-4.0 (assumed from code) | https://github.com/lpiccinelli-eth/UniK3D@29f7862f3c3ee79c53ef0153dfc901ce511df575 |
| `zoedepth-nk@1` | zoedepth | MIT | MIT (assumed from code) | https://github.com/isl-org/ZoeDepth@d87f17b2f5fdcb174cf4fb115491f4a6c60de152 |
| `alexnet.tv_in1k@1` | alexnet | BSD-3-Clause | BSD-3-Clause (assumed from code) | https://github.com/pytorch/vision@1f1a920d685d46dfbe187934b785b7ecb7a182f2 |
| `convnextv2_base.fcmae_ft_in22k_in1k@1` | convnextv2 | Apache-2.0 | CC-BY-NC-4.0 | https://github.com/huggingface/pytorch-image-models@0df212b369a5385b16dfe513d5143a7311ea1ddc |
| `deit_base_patch16_224.fb_in1k@1` | deit | Apache-2.0 | Apache-2.0 | https://github.com/huggingface/pytorch-image-models@0df212b369a5385b16dfe513d5143a7311ea1ddc |
| `densenet121.tv_in1k@1` | densenet | BSD-3-Clause | BSD-3-Clause (assumed from code) | https://github.com/pytorch/vision@1f1a920d685d46dfbe187934b785b7ecb7a182f2 |
| `dinov2_vitl14_lc@1` | dinov2_linear_cls | Apache-2.0 | Apache-2.0 | https://github.com/huggingface/pytorch-image-models@0df212b369a5385b16dfe513d5143a7311ea1ddc |
| `efficientnet_b0.tv_in1k@1` | efficientnet | BSD-3-Clause | BSD-3-Clause (assumed from code) | https://github.com/pytorch/vision@1f1a920d685d46dfbe187934b785b7ecb7a182f2 |
| `efficientnet_b4.tv_in1k@1` | efficientnet | BSD-3-Clause | BSD-3-Clause (assumed from code) | https://github.com/pytorch/vision@1f1a920d685d46dfbe187934b785b7ecb7a182f2 |
| `efficientnet_v2_s.tv_in1k@1` | efficientnetv2 | BSD-3-Clause | BSD-3-Clause (assumed from code) | https://github.com/pytorch/vision@1f1a920d685d46dfbe187934b785b7ecb7a182f2 |
| `efficientvit_b2.r288_in1k@1` | efficientvit | Apache-2.0 | Apache-2.0 | https://github.com/huggingface/pytorch-image-models@0df212b369a5385b16dfe513d5143a7311ea1ddc |
| `eva02_large_patch14_448.mim_m38m_ft_in22k_in1k@1` | eva02 | Apache-2.0 | MIT | https://github.com/huggingface/pytorch-image-models@0df212b369a5385b16dfe513d5143a7311ea1ddc |
| `fastvit_sa24.apple_dist_in1k@1` | fastvit | Apache-2.0 | LicenseRef-Apple-Sample-Code | https://github.com/huggingface/pytorch-image-models@0df212b369a5385b16dfe513d5143a7311ea1ddc |
| `inception_v3.tv_in1k@1` | inception_v3 | BSD-3-Clause | BSD-3-Clause (assumed from code) | https://github.com/pytorch/vision@1f1a920d685d46dfbe187934b785b7ecb7a182f2 |
| `mobilenetv1_100.ra4_e3600_r224_in1k@1` | mobilenetv1 | Apache-2.0 | Apache-2.0 | https://github.com/huggingface/pytorch-image-models@0df212b369a5385b16dfe513d5143a7311ea1ddc |
| `mobilenet_v2.tv2_in1k@1` | mobilenetv2 | BSD-3-Clause | BSD-3-Clause (assumed from code) | https://github.com/pytorch/vision@1f1a920d685d46dfbe187934b785b7ecb7a182f2 |
| `mobilenet_v3_large.tv2_in1k@1` | mobilenetv3 | BSD-3-Clause | BSD-3-Clause (assumed from code) | https://github.com/pytorch/vision@1f1a920d685d46dfbe187934b785b7ecb7a182f2 |
| `mobilenetv4_conv_medium.e500_r256_in1k@1` | mobilenetv4 | Apache-2.0 | Apache-2.0 | https://github.com/huggingface/pytorch-image-models@0df212b369a5385b16dfe513d5143a7311ea1ddc |
| `regnety_160.tv2_in1k@1` | regnet | BSD-3-Clause | BSD-3-Clause (assumed from code) | https://github.com/pytorch/vision@1f1a920d685d46dfbe187934b785b7ecb7a182f2 |
| `resnet152.tv2_in1k@1` | resnet | BSD-3-Clause | BSD-3-Clause (assumed from code) | https://github.com/pytorch/vision@1f1a920d685d46dfbe187934b785b7ecb7a182f2 |
| `resnet18.tv_in1k@1` | resnet | BSD-3-Clause | BSD-3-Clause (assumed from code) | https://github.com/pytorch/vision@1f1a920d685d46dfbe187934b785b7ecb7a182f2 |
| `resnet50.tv2_in1k@1` | resnet | BSD-3-Clause | BSD-3-Clause (assumed from code) | https://github.com/pytorch/vision@1f1a920d685d46dfbe187934b785b7ecb7a182f2 |
| `shufflenet_v2_x1_0.tv_in1k@1` | shufflenetv2 | BSD-3-Clause | BSD-3-Clause (assumed from code) | https://github.com/pytorch/vision@1f1a920d685d46dfbe187934b785b7ecb7a182f2 |
| `vit_so400m_patch14_siglip_378.webli_ft_in1k@1` | siglip | Apache-2.0 | Apache-2.0 | https://github.com/huggingface/pytorch-image-models@0df212b369a5385b16dfe513d5143a7311ea1ddc |
| `squeezenet1_1.tv_in1k@1` | squeezenet | BSD-3-Clause | BSD-3-Clause (assumed from code) | https://github.com/pytorch/vision@1f1a920d685d46dfbe187934b785b7ecb7a182f2 |
| `swin_base_patch4_window7_224.ms_in22k_ft_in1k@1` | swin | Apache-2.0 | MIT | https://github.com/huggingface/pytorch-image-models@0df212b369a5385b16dfe513d5143a7311ea1ddc |
| `vgg16.tv_in1k@1` | vgg | BSD-3-Clause | BSD-3-Clause (assumed from code) | https://github.com/pytorch/vision@1f1a920d685d46dfbe187934b785b7ecb7a182f2 |
| `vit_base_patch16_224.augreg2_in21k_ft_in1k@1` | vit | Apache-2.0 | Apache-2.0 | https://github.com/huggingface/pytorch-image-models@0df212b369a5385b16dfe513d5143a7311ea1ddc |
| `dinov2-b-linear-ade20k@1` | dinov2_linear | Apache-2.0 | Apache-2.0 | https://github.com/facebookresearch/dinov2@7764ea0f912e53c92e82eb78a2a1631e92725fc8 |
| `dinov2-l-linear-ade20k@1` | dinov2_linear | Apache-2.0 | Apache-2.0 | https://github.com/facebookresearch/dinov2@7764ea0f912e53c92e82eb78a2a1631e92725fc8 |
| `dinov2-s-linear-ade20k@1` | dinov2_linear | Apache-2.0 | Apache-2.0 | https://github.com/facebookresearch/dinov2@7764ea0f912e53c92e82eb78a2a1631e92725fc8 |
| `eomt-l-dinov2-ade20k@1` | eomt | Apache-2.0 | MIT | https://github.com/huggingface/transformers@c4c4605f961877852b89b97478536bb3a26b6fd1 |
| `eomt-l-dinov3-ade20k@1` | eomt | Apache-2.0 | MIT AND LicenseRef-DINOv3-License | https://github.com/huggingface/transformers@c4c4605f961877852b89b97478536bb3a26b6fd1 |
| `mask2former-swinl-ade20k@1` | mask2former | Apache-2.0 | CC-BY-NC-4.0 | https://github.com/huggingface/transformers@c4c4605f961877852b89b97478536bb3a26b6fd1 |
| `deeplabv3-r101-d8-ade20k@1` | mmseg | Apache-2.0 | Apache-2.0 | https://github.com/open-mmlab/mmsegmentation@c685fe6767c4cadf6b051983ca6208f1b9d1ccb8 |
| `deeplabv3plus-r101-d8-ade20k@1` | mmseg | Apache-2.0 | Apache-2.0 | https://github.com/open-mmlab/mmsegmentation@c685fe6767c4cadf6b051983ca6208f1b9d1ccb8 |
| `fcn-r101-d8-ade20k@1` | mmseg | Apache-2.0 | Apache-2.0 | https://github.com/open-mmlab/mmsegmentation@c685fe6767c4cadf6b051983ca6208f1b9d1ccb8 |
| `hrnet-w48-fcn-ade20k@1` | mmseg | Apache-2.0 | Apache-2.0 | https://github.com/open-mmlab/mmsegmentation@c685fe6767c4cadf6b051983ca6208f1b9d1ccb8 |
| `pspnet-r101-d8-ade20k@1` | mmseg | Apache-2.0 | Apache-2.0 | https://github.com/open-mmlab/mmsegmentation@c685fe6767c4cadf6b051983ca6208f1b9d1ccb8 |
| `oneformer-swinl-ade20k@1` | oneformer | Apache-2.0 | MIT | https://github.com/huggingface/transformers@c4c4605f961877852b89b97478536bb3a26b6fd1 |
| `sapiens-seg-0.3b-goliath@1` | sapiens | CC-BY-NC-4.0 | CC-BY-NC-4.0 | https://github.com/facebookresearch/sapiens@2cb07227a740cf09896309ea3a3b8fa44429865c |
| `sapiens-seg-1b-goliath@1` | sapiens | CC-BY-NC-4.0 | CC-BY-NC-4.0 | https://github.com/facebookresearch/sapiens@2cb07227a740cf09896309ea3a3b8fa44429865c |
| `segformer-b0-ade20k@1` | segformer | Apache-2.0 | LicenseRef-NVIDIA-Source-Code-License-NC | https://github.com/huggingface/transformers@c4c4605f961877852b89b97478536bb3a26b6fd1 |
| `segformer-b5-ade20k@1` | segformer | Apache-2.0 | LicenseRef-NVIDIA-Source-Code-License-NC | https://github.com/huggingface/transformers@c4c4605f961877852b89b97478536bb3a26b6fd1 |
| `sam-vit-b@1` | sam | Apache-2.0 | Apache-2.0 | https://github.com/facebookresearch/segment-anything@dca509fe793f601edb92606367a655c15ac00fdf |
| `sam-vit-h@1` | sam | Apache-2.0 | Apache-2.0 | https://github.com/facebookresearch/segment-anything@dca509fe793f601edb92606367a655c15ac00fdf |
| `sam-vit-l@1` | sam | Apache-2.0 | Apache-2.0 | https://github.com/facebookresearch/segment-anything@dca509fe793f601edb92606367a655c15ac00fdf |
| `sam2.1-hiera-base-plus@1` | sam2 | Apache-2.0 | Apache-2.0 | https://github.com/facebookresearch/sam2@2b90b9f5ceec907a1c18123530e92e794ad901a4 |
| `sam2.1-hiera-large@1` | sam2 | Apache-2.0 | Apache-2.0 | https://github.com/facebookresearch/sam2@2b90b9f5ceec907a1c18123530e92e794ad901a4 |
| `sam2.1-hiera-small@1` | sam2 | Apache-2.0 | Apache-2.0 | https://github.com/facebookresearch/sam2@2b90b9f5ceec907a1c18123530e92e794ad901a4 |
| `sam2.1-hiera-tiny@1` | sam2 | Apache-2.0 | Apache-2.0 | https://github.com/facebookresearch/sam2@2b90b9f5ceec907a1c18123530e92e794ad901a4 |
| `sam3@1` | sam3 | LicenseRef-SAM-License AND Apache-2.0 | LicenseRef-SAM-License | https://github.com/huggingface/transformers@v5.19.0 |
| `detr-r101-coco@1` | detr | Apache-2.0 | Apache-2.0 | https://github.com/facebookresearch/detr@29901c51d7fe8712168b8d0d64351170bc0f83e0 |
| `detr-r50-coco@1` | detr | Apache-2.0 | Apache-2.0 | https://github.com/facebookresearch/detr@29901c51d7fe8712168b8d0d64351170bc0f83e0 |
| `dfine-l-coco@1` | dfine | Apache-2.0 | Apache-2.0 | https://github.com/huggingface/transformers@v5.19.0 |
| `dfine-m-coco@1` | dfine | Apache-2.0 | Apache-2.0 | https://github.com/huggingface/transformers@v5.19.0 |
| `dfine-n-coco@1` | dfine | Apache-2.0 | Apache-2.0 | https://github.com/huggingface/transformers@v5.19.0 |
| `dfine-s-coco@1` | dfine | Apache-2.0 | Apache-2.0 | https://github.com/huggingface/transformers@v5.19.0 |
| `dfine-x-coco@1` | dfine | Apache-2.0 | Apache-2.0 | https://github.com/huggingface/transformers@v5.19.0 |
| `faster-rcnn-r50-fpn-3x-coco@1` | rcnn | Apache-2.0 | CC-BY-SA-3.0 | https://github.com/facebookresearch/detectron2@1e3e13bbf607b54f62205c4c33922521822fb298 |
| `mask-rcnn-r50-fpn-3x-coco@1` | rcnn | Apache-2.0 | CC-BY-SA-3.0 | https://github.com/facebookresearch/detectron2@1e3e13bbf607b54f62205c4c33922521822fb298 |
| `rtdetrv2-l-coco@1` | rtdetrv2 | Apache-2.0 | Apache-2.0 (assumed from code) | https://github.com/lyuwenyu/RT-DETR@df2a96c8c3a098567a1149bf0248da6efe6d495d |
| `rtdetrv2-m-coco@1` | rtdetrv2 | Apache-2.0 | Apache-2.0 (assumed from code) | https://github.com/lyuwenyu/RT-DETR@df2a96c8c3a098567a1149bf0248da6efe6d495d |
| `rtdetrv2-ms-coco@1` | rtdetrv2 | Apache-2.0 | Apache-2.0 (assumed from code) | https://github.com/lyuwenyu/RT-DETR@df2a96c8c3a098567a1149bf0248da6efe6d495d |
| `rtdetrv2-s-coco@1` | rtdetrv2 | Apache-2.0 | Apache-2.0 (assumed from code) | https://github.com/lyuwenyu/RT-DETR@df2a96c8c3a098567a1149bf0248da6efe6d495d |
| `rtdetrv2-x-coco@1` | rtdetrv2 | Apache-2.0 | Apache-2.0 (assumed from code) | https://github.com/lyuwenyu/RT-DETR@df2a96c8c3a098567a1149bf0248da6efe6d495d |
| `dinov2-vitb14-reg@1` | dinov2 | Apache-2.0 | Apache-2.0 | https://github.com/facebookresearch/dinov2@7764ea0f912e53c92e82eb78a2a1631e92725fc8 |
| `dinov2-vitb14@1` | dinov2 | Apache-2.0 | Apache-2.0 | https://github.com/facebookresearch/dinov2@7764ea0f912e53c92e82eb78a2a1631e92725fc8 |
| `dinov2-vitg14-reg@1` | dinov2 | Apache-2.0 | Apache-2.0 | https://github.com/facebookresearch/dinov2@7764ea0f912e53c92e82eb78a2a1631e92725fc8 |
| `dinov2-vitg14@1` | dinov2 | Apache-2.0 | Apache-2.0 | https://github.com/facebookresearch/dinov2@7764ea0f912e53c92e82eb78a2a1631e92725fc8 |
| `dinov2-vitl14-reg@1` | dinov2 | Apache-2.0 | Apache-2.0 | https://github.com/facebookresearch/dinov2@7764ea0f912e53c92e82eb78a2a1631e92725fc8 |
| `dinov2-vitl14@1` | dinov2 | Apache-2.0 | Apache-2.0 | https://github.com/facebookresearch/dinov2@7764ea0f912e53c92e82eb78a2a1631e92725fc8 |
| `dinov2-vits14-reg@1` | dinov2 | Apache-2.0 | Apache-2.0 | https://github.com/facebookresearch/dinov2@7764ea0f912e53c92e82eb78a2a1631e92725fc8 |
| `dinov2-vits14@1` | dinov2 | Apache-2.0 | Apache-2.0 | https://github.com/facebookresearch/dinov2@7764ea0f912e53c92e82eb78a2a1631e92725fc8 |
| `dinov3-vitb16@1` | dinov3 | LicenseRef-DINOv3-License | LicenseRef-DINOv3-License | https://github.com/huggingface/transformers@v5.19.0 |
| `dinov3-vith16plus@1` | dinov3 | LicenseRef-DINOv3-License | LicenseRef-DINOv3-License | https://github.com/huggingface/transformers@v5.19.0 |
| `dinov3-vitl16@1` | dinov3 | LicenseRef-DINOv3-License | LicenseRef-DINOv3-License | https://github.com/huggingface/transformers@v5.19.0 |
| `dinov3-vits16@1` | dinov3 | LicenseRef-DINOv3-License | LicenseRef-DINOv3-License | https://github.com/huggingface/transformers@v5.19.0 |
| `dinov3-convnext-base@1` | dinov3_convnext | LicenseRef-DINOv3-License | LicenseRef-DINOv3-License | https://github.com/huggingface/transformers@v5.19.0 |
| `dinov3-convnext-large@1` | dinov3_convnext | LicenseRef-DINOv3-License | LicenseRef-DINOv3-License | https://github.com/huggingface/transformers@v5.19.0 |
| `dinov3-convnext-small@1` | dinov3_convnext | LicenseRef-DINOv3-License | LicenseRef-DINOv3-License | https://github.com/huggingface/transformers@v5.19.0 |
| `dinov3-convnext-tiny@1` | dinov3_convnext | LicenseRef-DINOv3-License | LicenseRef-DINOv3-License | https://github.com/huggingface/transformers@v5.19.0 |
| `mapanything-apache@1` | mapanything | Apache-2.0 | Apache-2.0 | https://github.com/facebookresearch/map-anything@3d10cf7a3016fc0f9bb13a071ee66c47b10be0d9 |
| `mvsanywhere@1` | mvsanywhere | LicenseRef-noncommercial AND CC-BY-NC-SA-4.0 | LicenseRef-noncommercial AND CC-BY-NC-SA-4.0 (assumed from code) | https://github.com/nianticlabs/mvsanywhere@5bd49bba0992aa56060e1aa3bb40b2150b04726f |
| `patchmatchnet@1` | patchmatchnet | MIT | MIT (assumed from code) | https://github.com/FangjinhuaWang/PatchmatchNet@8dc6cb40bdb7053e856598b378425c76a9dcf5e0 |
| `vggt-1b@1` | vggt | LicenseRef-VGGT | CC-BY-NC-4.0 | https://github.com/facebookresearch/vggt@a288dd0f14786c93483e45524328726ab7b1b4ce |
| `vggt-omega-1b-512@1` | vggt_omega | LicenseRef-FAIR-Noncommercial-Research | LicenseRef-FAIR-Noncommercial-Research | https://github.com/facebookresearch/vggt-omega@48b23c8ce72c9a8fcf987f0d7f43d8e4870759f6 |