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Music

138 benchmarks 106 tasks 263 datasets 11,819 papers with code archive 2025-07-28

Syntology code harvested from 2,995 of the papers with code counted above at least one sample ran for 2,346 of them per-sample status is on each paper page

Benchmarks are leaderboard tables with at least one row whose task is in this area, counted by the task's area and not by the archive's per-table category tag, which tags 162 tables with Music; datasets are those the archive tags with a task in this area; papers with code are catalogue papers tagged with a task in this area that list at least one repository. Task images are not shown (the archive's image host no longer serves them).

Parent tasks

12 tasks in Music have sub-tasks in the archive's task tree, most benchmarks first, then most papers with code. Each section shows up to 5 sub-tasks; the task page lists them all.

Music Transcription

6 benchmarks · 47 papers with code

Multi-instrument Music Transcription

2 benchmarks · 3 papers with code

1 shown of 1 sub-task.

Audio Generation

3 benchmarks · 124 papers with code

Audio Super-Resolution

4 benchmarks · 16 papers with code

Video-to-Sound Generation

1 benchmark · 6 papers with code

Voice Cloning

0 benchmarks · 36 papers with code

Room Impulse Response (RIR)

0 benchmarks · 18 papers with code

4 shown of 4 sub-tasks (1 filed under another area).

10-shot image generation

3 benchmarks · 21 papers with code

Semantic Segmentation

150 benchmarks · 6,644 papers with code

Text-to-Image Generation

17 benchmarks · 546 papers with code

Deblurring

17 benchmarks · 424 papers with code

Motion Synthesis

13 benchmarks · 126 papers with code

Image Deblurring

9 benchmarks · 167 papers with code

5 shown of 21 sub-tasks (15 filed under another area). All sub-tasks of 10-shot image generation →

Visual Speech Recognition

2 benchmarks · 62 papers with code

Lip to Speech Synthesis

1 benchmark · 6 papers with code

1 shown of 1 sub-task (1 filed under another area).

Music Generation

1 benchmark · 190 papers with code

Music Performance Rendering

0 benchmarks · 5 papers with code

Multimodal Music Generation

0 benchmarks · 3 papers with code

Music Texture Transfer

0 benchmarks · 1 paper with code

3 shown of 3 sub-tasks.

1 Image, 2*2 Stitchi

1 benchmark · 3 papers with code

Pose Estimation

31 benchmarks · 1,679 papers with code

Text-to-Image Generation

17 benchmarks · 546 papers with code

Image Deblurring

9 benchmarks · 167 papers with code

Virtual Try-on

9 benchmarks · 114 papers with code

Style Transfer

3 benchmarks · 759 papers with code

5 shown of 12 sub-tasks (9 filed under another area). All sub-tasks of 1 Image, 2*2 Stitchi →

Music Classification

0 benchmarks · 23 papers with code

Singer Identification

1 benchmark · 6 papers with code

Vocal technique classification

1 benchmark · 4 papers with code

2 shown of 2 sub-tasks.

3D Shape Reconstruction from Videos

0 benchmarks · 5 papers with code

DeepFake Detection

8 benchmarks · 237 papers with code

1 shown of 1 sub-task (1 filed under another area).

2D Classification

0 benchmarks · 0 papers with code

Object Detection

123 benchmarks · 4,657 papers with code

Deblurring

17 benchmarks · 424 papers with code

2D Pose Estimation

9 benchmarks · 46 papers with code

Anomaly Classification

5 benchmarks · 33 papers with code

Cell Detection

4 benchmarks · 60 papers with code

5 shown of 27 sub-tasks (8 filed under another area). All sub-tasks of 2D Classification →

3D

0 benchmarks · 0 papers with code

Object Detection

123 benchmarks · 4,657 papers with code

Pose Estimation

31 benchmarks · 1,679 papers with code

Depth Estimation

14 benchmarks · 1,029 papers with code

3D Reconstruction

10 benchmarks · 793 papers with code

3D Face Reconstruction

9 benchmarks · 83 papers with code

5 shown of 38 sub-tasks (20 filed under another area). All sub-tasks of 3D →

Facial Recognition and Modelling

0 benchmarks · 0 papers with code

Face Alignment

26 benchmarks · 106 papers with code

Face Recognition

25 benchmarks · 639 papers with code

Facial Expression Recognition (FER)

25 benchmarks · 155 papers with code

Face Verification

21 benchmarks · 134 papers with code

Age Estimation

16 benchmarks · 85 papers with code

5 shown of 26 sub-tasks (9 filed under another area). All sub-tasks of Facial Recognition and Modelling →

Pcl Detection

0 benchmarks · 0 papers with code

SemEval-2022 Task 4-1 (Binary PCL Detection)

1 benchmark · 0 papers with code

SemEval-2022 Task 4-2 (Multi-label PCL Detection)

1 benchmark · 0 papers with code

2 shown of 2 sub-tasks (1 filed under another area).

Tasks with no parent task

20 tasks in Music sit at the top of the archive's task tree with no sub-tasks of their own, most benchmarks first, then most papers with code.

Music Auto-Tagging

4 benchmarks · 15 papers with code

Cover song identification

4 benchmarks · 7 papers with code

Music Modeling

2 benchmarks · 24 papers with code

Music Genre Recognition

2 benchmarks · 6 papers with code

Music Question Answering

1 benchmark · 4 papers with code

Music Information Retrieval

0 benchmarks · 125 papers with code

Singing Voice Synthesis

0 benchmarks · 28 papers with code

X-ray Classification

0 benchmarks · 27 papers with code

Onset Detection

0 benchmarks · 11 papers with code

Music Emotion Recognition

0 benchmarks · 10 papers with code

Music Captioning

0 benchmarks · 9 papers with code

Melody Extraction

0 benchmarks · 8 papers with code

Drum Transcription

0 benchmarks · 4 papers with code

Music Genre Transfer

0 benchmarks · 4 papers with code

Instrument Playing Technique Detection

0 benchmarks · 3 papers with code

Fake Song Detection

0 benchmarks · 2 papers with code

Piano Music Modeling

0 benchmarks · 1 paper with code

When should a hot water tank be replaced?

0 benchmarks · 1 paper with code

Detection Of Instrumentals Musical Tracks

0 benchmarks · 0 papers with code

Recognizing Seven Different Dastgahs Of Iranian Classical Music

0 benchmarks · 0 papers with code

3 tasks in Music are filed only under a parent task from another area and are not listed on this page; the parent's task page carries them.

Task tree and counts are the archive's, frozen 2025-07-28 archive 2025-07-28. Nothing here is re-ranked.