{"url":"/dataset/flic","name":"FLIC","full_name":"Frames Labelled in Cinema","description_markdown":"The **FLIC** dataset contains 5003 images from popular Hollywood movies. The images were obtained by running a state-of-the-art person detector on every tenth frame of 30 movies. People detected with high confidence (roughly 20K candidates) were then sent to the crowdsourcing marketplace Amazon Mechanical Turk to obtain ground truth labelling. Each image was annotated by five Turkers to label 10 upper body joints. The median-of-five labelling was taken in each image to be robust to outlier annotation. Finally, images were rejected manually by if the person was occluded or severely non-frontal.\r\n\r\nSource: [https://bensapp.github.io/flic-dataset.html](https://bensapp.github.io/flic-dataset.html)\r\nImage Source: [https://www.tensorflow.org/datasets/catalog/flic](https://www.tensorflow.org/datasets/catalog/flic)","description_withheld":null,"homepage":"https://bensapp.github.io/flic-dataset.html","introduced_date":"2013-01-01","introduced_date_note":null,"introduced_by":{"paper":"/paper/modec-multimodal-decomposable-models-for","title":"MODEC: Multimodal Decomposable Models for Human Pose Estimation","first_author":"Ben Sapp","url":null},"license":{"name":"MIT","url":"https://bensapp.github.io/flic-dataset.html"},"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Videos","url":"/datasets/modality/videos"}],"tasks":[{"name":"Pose Estimation","url":"/task/pose-estimation","datasets_with_task":"/datasets/task/pose-estimation"}],"languages":[],"variants":["FLIC Elbows","FLIC Wrists","FLIC"],"data_loaders":[{"repo":"https://github.com/tensorflow/datasets","url":"https://www.tensorflow.org/datasets/catalog/flic","frameworks":["tf","jax"]},{"repo":"https://github.com/Graviti-AI/datasets","url":"https://gas.graviti.com/dataset/graviti/FLIC","frameworks":["tf","pytorch"]}],"num_papers_in_archive":46,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/pose-estimation-on-flic-elbows","task":"Pose Estimation","dataset_variant":"FLIC Elbows","rows":2,"metrics":["PCK@0.2"],"first_row_in_archive_order":{"model":"Stacked Hourglass Networks","paper":"/paper/stacked-hourglass-networks-for-human-pose","metrics":{"PCK@0.2":"99.0%"},"code_links":[{"title":"open-mmlab/mmpose","url":"https://github.com/open-mmlab/mmpose"},{"title":"bearpaw/pytorch-pose","url":"https://github.com/bearpaw/pytorch-pose"},{"title":"MandyMo/pytorch_HMR","url":"https://github.com/MandyMo/pytorch_HMR"},{"title":"umich-vl/pose-hg-train","url":"https://github.com/umich-vl/pose-hg-train"},{"title":"wbenbihi/hourglasstensorflow","url":"https://github.com/wbenbihi/hourglasstensorflow"},{"title":"wbenbihi/hourglasstensorlfow","url":"https://github.com/wbenbihi/hourglasstensorlfow"},{"title":"chanyn/3Dpose_ssl","url":"https://github.com/chanyn/3Dpose_ssl"},{"title":"jgraving/DeepPoseKit","url":"https://github.com/jgraving/DeepPoseKit"},{"title":"mindspore-ai/models","url":"https://github.com/mindspore-ai/models/blob/master/research/cv/StackedHourglass"},{"title":"princeton-vl/pose-hg-demo","url":"https://github.com/princeton-vl/pose-hg-demo"},{"title":"umich-vl/pose-hg-demo","url":"https://github.com/umich-vl/pose-hg-demo"},{"title":"raymon-tian/hourglass-facekeypoints-detection","url":"https://github.com/raymon-tian/hourglass-facekeypoints-detection"},{"title":"geopavlakos/c2f-vol-train","url":"https://github.com/geopavlakos/c2f-vol-train"},{"title":"geopavlakos/ordinal-pose3d","url":"https://github.com/geopavlakos/ordinal-pose3d"},{"title":"yuanyuanli85/Stacked_Hourglass_Network_Keras","url":"https://github.com/yuanyuanli85/Stacked_Hourglass_Network_Keras"},{"title":"geopavlakos/object3d","url":"https://github.com/geopavlakos/object3d"},{"title":"geopavlakos/c2f-vol-demo","url":"https://github.com/geopavlakos/c2f-vol-demo"},{"title":"motlabs/dont-be-turtle","url":"https://github.com/motlabs/dont-be-turtle"},{"title":"salinasJJ/BBpose","url":"https://github.com/salinasJJ/BBpose"},{"title":"BB-Repos/BBpose","url":"https://github.com/BB-Repos/BBpose"},{"title":"zhiqic/chartreader","url":"https://github.com/zhiqic/chartreader"},{"title":"anibali/dsnt-pose2d","url":"https://github.com/anibali/dsnt-pose2d"},{"title":"siyliepfl/deformation-aware-unpaired-image-translation","url":"https://github.com/siyliepfl/deformation-aware-unpaired-image-translation"},{"title":"samson6460/tf2_pose_estimation","url":"https://github.com/samson6460/tf2_pose_estimation"},{"title":"benjs/hourglass_networks","url":"https://github.com/benjs/hourglass_networks"},{"title":"adipandas/torch_shnet","url":"https://github.com/adipandas/torch_shnet"},{"title":"TariqBerrada/Pose-Estimation-with-Stacked-Hourglass","url":"https://github.com/TariqBerrada/Pose-Estimation-with-Stacked-Hourglass"},{"title":"neherh/HyperStackNet","url":"https://github.com/neherh/HyperStackNet"},{"title":"2023-MindSpore-1/ms-code-217","url":"https://github.com/2023-MindSpore-1/ms-code-217/tree/main/StackedHourglass"},{"title":"txyugood/PaddlePose","url":"https://github.com/txyugood/PaddlePose"},{"title":"tanreinama/XceptionHourgrass---PyTorch","url":"https://github.com/tanreinama/XceptionHourgrass---PyTorch"},{"title":"Barak123748596/CVDL_course_project","url":"https://github.com/Barak123748596/CVDL_course_project"},{"title":"Epsilon456/Face_LandMark_Recognition","url":"https://github.com/Epsilon456/Face_LandMark_Recognition"},{"title":"baodi23/hourglass-facekeypoints-detection","url":"https://github.com/baodi23/hourglass-facekeypoints-detection"},{"title":"karlgodin/DP10-hockey-pose-estimation","url":"https://github.com/karlgodin/DP10-hockey-pose-estimation"},{"title":"bordac6/PNNPPV_project","url":"https://github.com/bordac6/PNNPPV_project"},{"title":"chenyouxin113/sota-status-investigation","url":"https://github.com/chenyouxin113/sota-status-investigation"},{"title":"paulmthompson/StackedHourglass.jl","url":"https://github.com/paulmthompson/StackedHourglass.jl"},{"title":"SimonWT/cv-project-2020","url":"https://github.com/SimonWT/cv-project-2020"},{"title":"yangyucheng000/StackedHourglass","url":"https://github.com/yangyucheng000/StackedHourglass"},{"title":"danny1984/hourglass_keras","url":"https://github.com/danny1984/hourglass_keras"},{"title":"MindSpore-paper-code-2/code3","url":"https://github.com/MindSpore-paper-code-2/code3/tree/main/StackedHourglass"},{"title":"2023-MindSpore-4/Code11","url":"https://github.com/2023-MindSpore-4/Code11/tree/main/StackedHourglass"},{"title":"2023-MindSpore-4/Code7","url":"https://github.com/2023-MindSpore-4/Code7/tree/main/StackedHourglass"},{"title":"varunvprabhu/simple_pose_hourglass","url":"https://github.com/varunvprabhu/simple_pose_hourglass"},{"title":"efeatikkan/Human_Pose_Estimation","url":"https://github.com/efeatikkan/Human_Pose_Estimation"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/pose-estimation-on-flic-wrists","task":"Pose Estimation","dataset_variant":"FLIC Wrists","rows":2,"metrics":["PCK@0.2"],"first_row_in_archive_order":{"model":"Stacked Hourglass Networks","paper":"/paper/stacked-hourglass-networks-for-human-pose","metrics":{"PCK@0.2":"97.0%"},"code_links":[{"title":"open-mmlab/mmpose","url":"https://github.com/open-mmlab/mmpose"},{"title":"bearpaw/pytorch-pose","url":"https://github.com/bearpaw/pytorch-pose"},{"title":"MandyMo/pytorch_HMR","url":"https://github.com/MandyMo/pytorch_HMR"},{"title":"umich-vl/pose-hg-train","url":"https://github.com/umich-vl/pose-hg-train"},{"title":"wbenbihi/hourglasstensorflow","url":"https://github.com/wbenbihi/hourglasstensorflow"},{"title":"wbenbihi/hourglasstensorlfow","url":"https://github.com/wbenbihi/hourglasstensorlfow"},{"title":"chanyn/3Dpose_ssl","url":"https://github.com/chanyn/3Dpose_ssl"},{"title":"jgraving/DeepPoseKit","url":"https://github.com/jgraving/DeepPoseKit"},{"title":"mindspore-ai/models","url":"https://github.com/mindspore-ai/models/blob/master/research/cv/StackedHourglass"},{"title":"princeton-vl/pose-hg-demo","url":"https://github.com/princeton-vl/pose-hg-demo"},{"title":"umich-vl/pose-hg-demo","url":"https://github.com/umich-vl/pose-hg-demo"},{"title":"raymon-tian/hourglass-facekeypoints-detection","url":"https://github.com/raymon-tian/hourglass-facekeypoints-detection"},{"title":"geopavlakos/c2f-vol-train","url":"https://github.com/geopavlakos/c2f-vol-train"},{"title":"geopavlakos/ordinal-pose3d","url":"https://github.com/geopavlakos/ordinal-pose3d"},{"title":"yuanyuanli85/Stacked_Hourglass_Network_Keras","url":"https://github.com/yuanyuanli85/Stacked_Hourglass_Network_Keras"},{"title":"geopavlakos/object3d","url":"https://github.com/geopavlakos/object3d"},{"title":"geopavlakos/c2f-vol-demo","url":"https://github.com/geopavlakos/c2f-vol-demo"},{"title":"motlabs/dont-be-turtle","url":"https://github.com/motlabs/dont-be-turtle"},{"title":"salinasJJ/BBpose","url":"https://github.com/salinasJJ/BBpose"},{"title":"BB-Repos/BBpose","url":"https://github.com/BB-Repos/BBpose"},{"title":"zhiqic/chartreader","url":"https://github.com/zhiqic/chartreader"},{"title":"anibali/dsnt-pose2d","url":"https://github.com/anibali/dsnt-pose2d"},{"title":"siyliepfl/deformation-aware-unpaired-image-translation","url":"https://github.com/siyliepfl/deformation-aware-unpaired-image-translation"},{"title":"samson6460/tf2_pose_estimation","url":"https://github.com/samson6460/tf2_pose_estimation"},{"title":"benjs/hourglass_networks","url":"https://github.com/benjs/hourglass_networks"},{"title":"adipandas/torch_shnet","url":"https://github.com/adipandas/torch_shnet"},{"title":"TariqBerrada/Pose-Estimation-with-Stacked-Hourglass","url":"https://github.com/TariqBerrada/Pose-Estimation-with-Stacked-Hourglass"},{"title":"neherh/HyperStackNet","url":"https://github.com/neherh/HyperStackNet"},{"title":"2023-MindSpore-1/ms-code-217","url":"https://github.com/2023-MindSpore-1/ms-code-217/tree/main/StackedHourglass"},{"title":"txyugood/PaddlePose","url":"https://github.com/txyugood/PaddlePose"},{"title":"tanreinama/XceptionHourgrass---PyTorch","url":"https://github.com/tanreinama/XceptionHourgrass---PyTorch"},{"title":"Barak123748596/CVDL_course_project","url":"https://github.com/Barak123748596/CVDL_course_project"},{"title":"Epsilon456/Face_LandMark_Recognition","url":"https://github.com/Epsilon456/Face_LandMark_Recognition"},{"title":"baodi23/hourglass-facekeypoints-detection","url":"https://github.com/baodi23/hourglass-facekeypoints-detection"},{"title":"karlgodin/DP10-hockey-pose-estimation","url":"https://github.com/karlgodin/DP10-hockey-pose-estimation"},{"title":"bordac6/PNNPPV_project","url":"https://github.com/bordac6/PNNPPV_project"},{"title":"chenyouxin113/sota-status-investigation","url":"https://github.com/chenyouxin113/sota-status-investigation"},{"title":"paulmthompson/StackedHourglass.jl","url":"https://github.com/paulmthompson/StackedHourglass.jl"},{"title":"SimonWT/cv-project-2020","url":"https://github.com/SimonWT/cv-project-2020"},{"title":"yangyucheng000/StackedHourglass","url":"https://github.com/yangyucheng000/StackedHourglass"},{"title":"danny1984/hourglass_keras","url":"https://github.com/danny1984/hourglass_keras"},{"title":"MindSpore-paper-code-2/code3","url":"https://github.com/MindSpore-paper-code-2/code3/tree/main/StackedHourglass"},{"title":"2023-MindSpore-4/Code11","url":"https://github.com/2023-MindSpore-4/Code11/tree/main/StackedHourglass"},{"title":"2023-MindSpore-4/Code7","url":"https://github.com/2023-MindSpore-4/Code7/tree/main/StackedHourglass"},{"title":"varunvprabhu/simple_pose_hourglass","url":"https://github.com/varunvprabhu/simple_pose_hourglass"},{"title":"efeatikkan/Human_Pose_Estimation","url":"https://github.com/efeatikkan/Human_Pose_Estimation"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/stacked-hourglass-networks-for-human-pose","title":"Stacked Hourglass Networks for Human Pose Estimation","date":"2016-03-22","rows_on_this_dataset":2,"code_links":46,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":25,"samples_ran":2,"samples_unverified":23,"pointer_only_for_licence":1,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/convolutional-pose-machines","title":"Convolutional Pose Machines","date":"2016-01-30","rows_on_this_dataset":2,"code_links":50,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":4,"samples_ran":1,"samples_unverified":3,"pointer_only_for_licence":3,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":2,"samples_harvested":29,"samples_ran":3,"samples_unverified":26,"pointer_only_for_licence":4,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}