# Recovery

Source: [Recovery](<https://www.sota2.com/research/task/recovery>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.



## Benchmarks

Page 1 of 13. This is an index page, not the full collection.

- [Next index page](<https://www.sota2.com/research/task/recovery.md?page=2>): Follow this link to discover more pages.

- [3D Human Mesh Recovery on 3DPW (test)](<https://www.sota2.com/research/sota/3d-human-mesh-recovery-on-3dpw-test.md>): 3D Human Mesh Recovery; 3DPW (test).

- [Compressive Sensing Recovery on Set11](<https://www.sota2.com/research/sota/compressive-sensing-recovery-on-set11.md>): Compressive Sensing Recovery; Set11.

- [Human Mesh Recovery on 3DPW](<https://www.sota2.com/research/sota/human-mesh-recovery-on-3dpw.md>): Human Mesh Recovery; 3DPW.

- [3D Human Mesh Recovery on Human3.6M (test)](<https://www.sota2.com/research/sota/3d-human-mesh-recovery-on-human3-6m-test.md>): 3D Human Mesh Recovery; Human3.6M (test).

- [3D Human Mesh Recovery on 3DPW](<https://www.sota2.com/research/sota/3d-human-mesh-recovery-on-3dpw.md>): 3D Human Mesh Recovery; 3DPW.

- [Hidden value recovery on American Housing Survey (AHS) Minneapolis–St. Paul–Bloomington](<https://www.sota2.com/research/sota/hidden-value-recovery-on-american-housing-survey-ahs-minneapolis-st-paul-bloomington.md>): Hidden value recovery; American Housing Survey (AHS) Minneapolis–St. Paul–Bloomington.

- [3D Body Mesh Recovery on Human3.6M](<https://www.sota2.com/research/sota/3d-body-mesh-recovery-on-human3-6m.md>): 3D Body Mesh Recovery; Human3.6M.

- [Compressive Sensing Recovery on BSD68](<https://www.sota2.com/research/sota/compressive-sensing-recovery-on-bsd68.md>): Compressive Sensing Recovery; BSD68.

- [DAG structure recovery on non-linear-1 5000 samples](<https://www.sota2.com/research/sota/dag-structure-recovery-on-non-linear-1-5000-samples.md>): DAG structure recovery; non-linear-1 5000 samples.

- [Human Mesh Recovery on Human3.6M](<https://www.sota2.com/research/sota/human-mesh-recovery-on-human3-6m.md>): Human Mesh Recovery; Human3.6M.

- [3D Human Pose and Mesh Recovery on 3DPW](<https://www.sota2.com/research/sota/3d-human-pose-and-mesh-recovery-on-3dpw.md>): 3D Human Pose and Mesh Recovery; 3DPW.

- [Human Mesh Recovery on MPI-INF-3DHP](<https://www.sota2.com/research/sota/human-mesh-recovery-on-mpi-inf-3dhp.md>): Human Mesh Recovery; MPI-INF-3DHP.

- [Color Image Recovery on Sailboat color image](<https://www.sota2.com/research/sota/color-image-recovery-on-sailboat-color-image.md>): Color Image Recovery; Sailboat color image.

- [Color Image Recovery on Pepper color image](<https://www.sota2.com/research/sota/color-image-recovery-on-pepper-color-image.md>): Color Image Recovery; Pepper color image.

- [Color Image Recovery on House color image](<https://www.sota2.com/research/sota/color-image-recovery-on-house-color-image.md>): Color Image Recovery; House color image.

- [Color Image Recovery on Airplane color image](<https://www.sota2.com/research/sota/color-image-recovery-on-airplane-color-image.md>): Color Image Recovery; Airplane color image.

- [Knowledge Recovery on TOFU 10% (400 samples) 1.0 (forget)](<https://www.sota2.com/research/sota/knowledge-recovery-on-tofu-10-percent-400-samples-1-0-forget.md>): Knowledge Recovery; TOFU 10% (400 samples) 1.0 (forget).

- [Sparse Recovery on CelebA (test)](<https://www.sota2.com/research/sota/sparse-recovery-on-celeba-test.md>): Sparse Recovery; CelebA (test).

- [3D Human Pose and Mesh Recovery on Human3.6M](<https://www.sota2.com/research/sota/3d-human-pose-and-mesh-recovery-on-human3-6m.md>): 3D Human Pose and Mesh Recovery; Human3.6M.

- [Knowledge Recovery on WMDP-Bio 100-sample subset](<https://www.sota2.com/research/sota/knowledge-recovery-on-wmdp-bio-100-sample-subset.md>): Knowledge Recovery; WMDP-Bio 100-sample subset.

- [Monocular 3D Human Pose and Mesh Recovery on Human3.6M (test)](<https://www.sota2.com/research/sota/monocular-3d-human-pose-and-mesh-recovery-on-human3-6m-test.md>): Monocular 3D Human Pose and Mesh Recovery; Human3.6M (test).

- [Video-based Human Mesh Recovery on 3DPW standard (test)](<https://www.sota2.com/research/sota/video-based-human-mesh-recovery-on-3dpw-standard-test.md>): Video-based Human Mesh Recovery; 3DPW standard (test).

- [Human Mesh Recovery on Human3.6M Protocol 1 (test)](<https://www.sota2.com/research/sota/human-mesh-recovery-on-human3-6m-protocol-1-test.md>): Human Mesh Recovery; Human3.6M Protocol 1 (test).

- [Secret Image Recovery on Stego Images JPEG Compression](<https://www.sota2.com/research/sota/secret-image-recovery-on-stego-images-jpeg-compression.md>): Secret Image Recovery; Stego Images JPEG Compression.

- [Secret Image Recovery on Stego Images Gaussian Noise](<https://www.sota2.com/research/sota/secret-image-recovery-on-stego-images-gaussian-noise.md>): Secret Image Recovery; Stego Images Gaussian Noise.

- [Point-level recovery on KITTI-J](<https://www.sota2.com/research/sota/point-level-recovery-on-kitti-j.md>): Point-level recovery; KITTI-J.

- [Point-level recovery on nuScenes-J](<https://www.sota2.com/research/sota/point-level-recovery-on-nuscenes-j.md>): Point-level recovery; nuScenes-J.

- [Hyperspectral Compressed Recovery on AVARIS Moffet Field](<https://www.sota2.com/research/sota/hyperspectral-compressed-recovery-on-avaris-moffet-field.md>): Hyperspectral Compressed Recovery; AVARIS Moffet Field.

- [3D Human Mesh Recovery on Human3.6M (Protocol 2)](<https://www.sota2.com/research/sota/3d-human-mesh-recovery-on-human3-6m-protocol-2.md>): 3D Human Mesh Recovery; Human3.6M (Protocol 2).

- [Support Recovery on Synthetic Linear Regression Data](<https://www.sota2.com/research/sota/support-recovery-on-synthetic-linear-regression-data.md>): Support Recovery; Synthetic linear regression data.

- [Phase Recovery on Random phase recovery 22 dB SNR](<https://www.sota2.com/research/sota/phase-recovery-on-random-phase-recovery-22-db-snr.md>): Phase Recovery; Random phase recovery 22 dB SNR.

- [Phase recovery on Quadratic phase profiles 13 dB SNR](<https://www.sota2.com/research/sota/phase-recovery-on-quadratic-phase-profiles-13-db-snr.md>): Phase recovery; Quadratic phase profiles 13 dB SNR.

- [Phase recovery on Peak Phase Recovery 13 dB SNR (test)](<https://www.sota2.com/research/sota/phase-recovery-on-peak-phase-recovery-13-db-snr-test.md>): Phase recovery; Peak Phase Recovery 13 dB SNR (test).

- [Phase recovery on Peak phase recovery 22 dB SNR](<https://www.sota2.com/research/sota/phase-recovery-on-peak-phase-recovery-22-db-snr.md>): Phase recovery; Peak phase recovery 22 dB SNR.

- [Quadratic phase recovery on Quadratic phase profiles 22 dB SNR](<https://www.sota2.com/research/sota/quadratic-phase-recovery-on-quadratic-phase-profiles-22-db-snr.md>): Quadratic phase recovery; Quadratic phase profiles 22 dB SNR.

- [Phase recovery on Random phase recovery 13 dB SNR](<https://www.sota2.com/research/sota/phase-recovery-on-random-phase-recovery-13-db-snr.md>): Phase recovery; Random phase recovery 13 dB SNR.

- [Command Tracking Recovery after Push on Flat terrain task](<https://www.sota2.com/research/sota/command-tracking-recovery-after-push-on-flat-terrain-task.md>): Command tracking recovery after push; Flat terrain task.

- [Human Mesh Recovery on 3DPW standard (test)](<https://www.sota2.com/research/sota/human-mesh-recovery-on-3dpw-standard-test.md>): Human Mesh Recovery; 3DPW standard (test).

- [Room-instance recovery on Matterport3D (12 scenes)](<https://www.sota2.com/research/sota/room-instance-recovery-on-matterport3d-12-scenes.md>): Room-instance recovery; Matterport3D (MP3D) (12 scenes).

- [3D Whole-body Mesh Recovery on UBody (test)](<https://www.sota2.com/research/sota/3d-whole-body-mesh-recovery-on-ubody-test.md>): 3D Whole-body Mesh Recovery; UBody (test).

- [Causal Discovery (Skeleton recovery) on 1-Factor model](<https://www.sota2.com/research/sota/causal-discovery-skeleton-recovery-on-1-factor-model.md>): Causal Discovery (Skeleton recovery); 1-Factor model.

- [Whole-Body Human Mesh Recovery on EgoBody EgoSet (test)](<https://www.sota2.com/research/sota/whole-body-human-mesh-recovery-on-egobody-egoset-test.md>): Whole-Body Human Mesh Recovery; EgoBody EgoSet (test).

- [3D Whole-body Mesh Recovery on AGORA (val)](<https://www.sota2.com/research/sota/3d-whole-body-mesh-recovery-on-agora-val.md>): 3D Whole-body Mesh Recovery; AGORA (val).

- [Post-shift coverage recovery on Changepoint Shift 2 (Time 2)](<https://www.sota2.com/research/sota/post-shift-coverage-recovery-on-changepoint-shift-2-time-2.md>): Post-shift coverage recovery; Changepoint Shift 2 (Time 2).

- [Post-shift coverage recovery on Changepoint Shift 1 (Time 1)](<https://www.sota2.com/research/sota/post-shift-coverage-recovery-on-changepoint-shift-1-time-1.md>): Post-shift coverage recovery; Changepoint Shift 1 (Time 1).

- [In-bed Human Mesh Recovery on SLP (test)](<https://www.sota2.com/research/sota/in-bed-human-mesh-recovery-on-slp-test.md>): In-bed human mesh recovery; SLP (test).

- [3D Human Mesh Recovery on 3DPW-PC (test)](<https://www.sota2.com/research/sota/3d-human-mesh-recovery-on-3dpw-pc-test.md>): 3D Human Mesh Recovery; 3DPW-PC (test).

- [Monocular 3D Human Pose and Mesh Recovery on 3DPW (test)](<https://www.sota2.com/research/sota/monocular-3d-human-pose-and-mesh-recovery-on-3dpw-test.md>): Monocular 3D Human Pose and Mesh Recovery; 3DPW (test).

- [Domain Mixture Recovery on Average (SNLI, AGNews, Yelp, Yahoo)](<https://www.sota2.com/research/sota/domain-mixture-recovery-on-average-snli-agnews-yelp-yahoo.md>): Domain mixture recovery; Average (SNLI, AGNews, Yelp, Yahoo).

- [Domain mixture recovery on Yahoo 10 cls.](<https://www.sota2.com/research/sota/domain-mixture-recovery-on-yahoo-10-cls.md>): Domain mixture recovery; Yahoo 10 cls..

- [Domain mixture recovery on Yelp 5 cls.](<https://www.sota2.com/research/sota/domain-mixture-recovery-on-yelp-5-cls.md>): Domain mixture recovery; Yelp 5 cls..

- [Domain Mixture Recovery on AGNews 4 cls.](<https://www.sota2.com/research/sota/domain-mixture-recovery-on-agnews-4-cls.md>): Domain mixture recovery; AGNews 4 cls..

- [Domain mixture recovery on SNLI 3 cls.](<https://www.sota2.com/research/sota/domain-mixture-recovery-on-snli-3-cls.md>): Domain mixture recovery; SNLI 3 cls..

- [Domain Mixture Recovery on Mixture of SNLI, AGNews, Yelp, and Yahoo](<https://www.sota2.com/research/sota/domain-mixture-recovery-on-mixture-of-snli-agnews-yelp-and-yahoo.md>): Domain mixture recovery; Mixture of SNLI, AGNews, Yelp, and Yahoo.

- [Stereo Pose Recovery on MD1500](<https://www.sota2.com/research/sota/stereo-pose-recovery-on-md1500.md>): Stereo Pose Recovery; MD1500.

- [Whole-body mesh recovery on EHF (test)](<https://www.sota2.com/research/sota/whole-body-mesh-recovery-on-ehf-test.md>): Whole-body mesh recovery; EHF (test).

- [Human Mesh Recovery on EMDB-1](<https://www.sota2.com/research/sota/human-mesh-recovery-on-emdb-1.md>): Human Mesh Recovery; EMDB-1.

- [Derivative recovery on sinusoidal p=0.25 (test)](<https://www.sota2.com/research/sota/derivative-recovery-on-sinusoidal-p-0-25-test.md>): Derivative recovery; sinusoidal p=0.25 (test).

- [Rule Recovery on Non-judge output abstractions](<https://www.sota2.com/research/sota/rule-recovery-on-non-judge-output-abstractions.md>): Rule Recovery; Non-judge output abstractions.

- [Inversion Attack Recovery on iCliniq](<https://www.sota2.com/research/sota/inversion-attack-recovery-on-icliniq.md>): Inversion Attack Recovery; iCliniq.

- [Inversion Attack Recovery on AlpacaEval](<https://www.sota2.com/research/sota/inversion-attack-recovery-on-alpacaeval.md>): Inversion Attack Recovery; AlpacaEval.

- [Optimal Policy Recovery (Empirical Coverage) on RiverSwim T=50 nominal 95% coverage](<https://www.sota2.com/research/sota/optimal-policy-recovery-empirical-coverage-on-riverswim-t-50-nominal-95-percent-coverage.md>): Optimal Policy Recovery (Empirical Coverage); RiverSwim T=50 nominal 95% coverage.

- [Illuminant Estimation (Recovery) on ColorChecker REC (test)](<https://www.sota2.com/research/sota/illuminant-estimation-recovery-on-colorchecker-rec-test.md>): Illuminant Estimation (Recovery); ColorChecker REC (test).

- [3D Human Pose and Mesh Recovery on SPEC-MTP tau = 1.8 protocol (test)](<https://www.sota2.com/research/sota/3d-human-pose-and-mesh-recovery-on-spec-mtp-tau-1-8-protocol-test.md>): 3D Human Pose and Mesh Recovery; SPEC-MTP tau = 1.8 protocol (test).

- [3D Whole-Body Mesh Recovery on AGORA (test)](<https://www.sota2.com/research/sota/3d-whole-body-mesh-recovery-on-agora-test.md>): 3D Whole-Body Mesh Recovery; AGORA (test).

- [3D Human Mesh Recovery on CMU-Panoptic](<https://www.sota2.com/research/sota/3d-human-mesh-recovery-on-cmu-panoptic.md>): 3D Human Mesh Recovery; CMU-Panoptic.

- [Human Mesh Recovery on EMDB](<https://www.sota2.com/research/sota/human-mesh-recovery-on-emdb.md>): Human Mesh Recovery; EMDB.

- [Human Mesh Recovery on RICH](<https://www.sota2.com/research/sota/human-mesh-recovery-on-rich.md>): Human Mesh Recovery; RICH.

- [Human Mesh Recovery on EMDB (test)](<https://www.sota2.com/research/sota/human-mesh-recovery-on-emdb-test.md>): Human Mesh Recovery; EMDB (test).

- [Spatio-temporal signal recovery on D4](<https://www.sota2.com/research/sota/spatio-temporal-signal-recovery-on-d4.md>): Spatio-temporal signal recovery; D4.

- [Spatio-temporal signal recovery on D3](<https://www.sota2.com/research/sota/spatio-temporal-signal-recovery-on-d3.md>): Spatio-temporal signal recovery; D3.

- [Spatio-temporal signal recovery on D2](<https://www.sota2.com/research/sota/spatio-temporal-signal-recovery-on-d2.md>): Spatio-temporal signal recovery; D2.

- [Spatio-temporal signal recovery on D1](<https://www.sota2.com/research/sota/spatio-temporal-signal-recovery-on-d1.md>): Spatio-temporal signal recovery; D1.

- [Recovery performance on state-dependent variance dynamics (simulation)](<https://www.sota2.com/research/sota/recovery-performance-on-state-dependent-variance-dynamics-simulation.md>): Recovery performance; state-dependent variance dynamics (simulation).

- [CATE recovery on CATE Recovery sale1 -\> purchase (test)](<https://www.sota2.com/research/sota/cate-recovery-on-cate-recovery-sale1-purchase-test.md>): CATE recovery; CATE Recovery sale1 -\> purchase (test).

- [CATE recovery on CATE Recovery push -\> visit (test)](<https://www.sota2.com/research/sota/cate-recovery-on-cate-recovery-push-visit-test.md>): CATE recovery; CATE Recovery push -\> visit (test).

- [Knowledge Recovery on EntityQuestions (test)](<https://www.sota2.com/research/sota/knowledge-recovery-on-entityquestions-test.md>): Knowledge Recovery; EntityQuestions (test).

- [Circuit Recovery on ARC-C](<https://www.sota2.com/research/sota/circuit-recovery-on-arc-c.md>): Circuit Recovery; ARC-C.

- [Circuit Recovery on ARC-E](<https://www.sota2.com/research/sota/circuit-recovery-on-arc-e.md>): Circuit Recovery; ARC-E.

- [Circuit Recovery on Arith](<https://www.sota2.com/research/sota/circuit-recovery-on-arith.md>): Circuit Recovery; Arith.