# CogVideo

Source: [CogVideo](<https://www.sota2.com/research/dataset/cogvideo>)

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

- [Video Generation on VBench CogVideoX v1.5](<https://www.sota2.com/research/sota/video-generation-on-vbench-cogvideox-v1-5.md>): Video Generation; VBench CogVideoX v1.5.

- [AI-generated video detection on Our Dataset CogVideoX](<https://www.sota2.com/research/sota/ai-generated-video-detection-on-our-dataset-cogvideox.md>): AI-generated video detection; Our Dataset CogVideoX.

- [Object Erasure on CogVideoX-2B v1 (test)](<https://www.sota2.com/research/sota/object-erasure-on-cogvideox-2b-v1-test.md>): Object Erasure; CogVideoX-2B v1 (test).

- [Video Generation on VBench CogVideoX-2B v1.0 (test)](<https://www.sota2.com/research/sota/video-generation-on-vbench-cogvideox-2b-v1-0-test.md>): Video Generation; VBench CogVideoX-2B v1.0 (test).

- [Prompt Enhancement for Text-to-Video Generation on CogVideoX-5B (test)](<https://www.sota2.com/research/sota/prompt-enhancement-for-text-to-video-generation-on-cogvideox-5b-test.md>): Prompt Enhancement for Text-to-Video Generation; CogVideoX-5B (test).

- [Video Generation on VBench CogVideoX-2B](<https://www.sota2.com/research/sota/video-generation-on-vbench-cogvideox-2b.md>): Video Generation; VBench CogVideoX-2B.

- [Physical Plausibility Verification on PhysicsIQ CogVideoX-5B I2V (N=16)](<https://www.sota2.com/research/sota/physical-plausibility-verification-on-physicsiq-cogvideox-5b-i2v-n-16.md>): Physical Plausibility Verification; PhysicsIQ CogVideoX-5B I2V (N=16).

- [Video Generation on CogVideoX 480P, 48 frames 1.0 (test)](<https://www.sota2.com/research/sota/video-generation-on-cogvideox-480p-48-frames-1-0-test.md>): Video Generation; CogVideoX 480P, 48 frames 1.0 (test).

- [Video Extrapolation on VBench CogVideoX with 2x extrapolation v1.0 (test)](<https://www.sota2.com/research/sota/video-extrapolation-on-vbench-cogvideox-with-2x-extrapolation-v1-0-test.md>): Video Extrapolation; VBench CogVideoX with 2x extrapolation v1.0 (test).

- [Video Extrapolation on VBench CogVideoX with 4x extrapolation v1.0 (test)](<https://www.sota2.com/research/sota/video-extrapolation-on-vbench-cogvideox-with-4x-extrapolation-v1-0-test.md>): Video Extrapolation; VBench CogVideoX with 4x extrapolation v1.0 (test).

- [Video Extrapolation on VBench CogVideoX with 3x extrapolation v1.0 (test)](<https://www.sota2.com/research/sota/video-extrapolation-on-vbench-cogvideox-with-3x-extrapolation-v1-0-test.md>): Video Extrapolation; VBench CogVideoX with 3x extrapolation v1.0 (test).

- [Robustness to purification defenses on CogVideoX (test)](<https://www.sota2.com/research/sota/robustness-to-purification-defenses-on-cogvideox-test.md>): Robustness to purification defenses; CogVideoX (test).

- [Celebrity identity erasure on CogVideoX-2B Celebrity Identities (test)](<https://www.sota2.com/research/sota/celebrity-identity-erasure-on-cogvideox-2b-celebrity-identities-test.md>): Celebrity identity erasure; CogVideoX-2B Celebrity Identities (test).

- [Concept Erasure on CogVideoX-2B Nudity Concepts](<https://www.sota2.com/research/sota/concept-erasure-on-cogvideox-2b-nudity-concepts.md>): Concept Erasure; CogVideoX-2B Nudity Concepts.

- [Artist Style Erasure on Artist Style: Caravaggio CogVideoX-2B (test)](<https://www.sota2.com/research/sota/artist-style-erasure-on-artist-style-caravaggio-cogvideox-2b-test.md>): Artist Style Erasure; Artist Style: Caravaggio CogVideoX-2B (test).

- [Artist Style Erasure on Artist Style Andy Warhol CogVideoX-2B (test)](<https://www.sota2.com/research/sota/artist-style-erasure-on-artist-style-andy-warhol-cogvideox-2b-test.md>): Artist Style Erasure; Artist Style Andy Warhol CogVideoX-2B (test).

- [Artist Style Erasure on Artist Style Rembrandt CogVideoX-2B (test)](<https://www.sota2.com/research/sota/artist-style-erasure-on-artist-style-rembrandt-cogvideox-2b-test.md>): Artist Style Erasure; Artist Style Rembrandt CogVideoX-2B (test).

- [Artist Style Erasure on Artist Style Van Gogh CogVideoX-2B (test)](<https://www.sota2.com/research/sota/artist-style-erasure-on-artist-style-van-gogh-cogvideox-2b-test.md>): Artist Style Erasure; Artist Style Van Gogh CogVideoX-2B (test).

- [Artist Style Erasure on Artist Style Pablo Picasso CogVideoX-2B (test)](<https://www.sota2.com/research/sota/artist-style-erasure-on-artist-style-pablo-picasso-cogvideox-2b-test.md>): Artist Style Erasure; Artist Style Pablo Picasso CogVideoX-2B (test).

- [Object Concept Erasure on CogVideoX 2B](<https://www.sota2.com/research/sota/object-concept-erasure-on-cogvideox-2b.md>): Object Concept Erasure; CogVideoX 2B.

- [Celebrity Identity Recovery on CogVideoX](<https://www.sota2.com/research/sota/celebrity-identity-recovery-on-cogvideox.md>): Celebrity Identity Recovery; CogVideoX.

- [Visual Harmfulness Evaluation on CogVideoX](<https://www.sota2.com/research/sota/visual-harmfulness-evaluation-on-cogvideox.md>): Visual Harmfulness Evaluation; CogVideoX.

- [Black-box Protection Transfer Evaluation on VBench CogVideoX (LTX-Video unseen prompts)](<https://www.sota2.com/research/sota/black-box-protection-transfer-evaluation-on-vbench-cogvideox-ltx-video-unseen-prompts.md>): Black-box protection transfer evaluation; VBench Optimization: CogVideoX, Generation: LTX-Video (unseen prompts).

- [Black-box Protection Transfer Evaluation on VBench Optimization: LTX-Video, Generation: CogVideoX unseen prompts](<https://www.sota2.com/research/sota/black-box-protection-transfer-evaluation-on-vbench-optimization-ltx-video-generation-cogvideox-unseen-prompts.md>): Black-box protection transfer evaluation; VBench Optimization: LTX-Video, Generation: CogVideoX unseen prompts.

- [Video Generation on CogVideoX](<https://www.sota2.com/research/sota/video-generation-on-cogvideox.md>): Video Generation; CogVideoX.

- [Video Generation on VBench CogVideoX-2B 720×480](<https://www.sota2.com/research/sota/video-generation-on-vbench-cogvideox-2b-720-480.md>): Video Generation; VBench CogVideoX-2B 720×480.

- [Image Immunization on CogVideoX I2V pipeline](<https://www.sota2.com/research/sota/image-immunization-on-cogvideox-i2v-pipeline.md>): Image Immunization; CogVideoX I2V pipeline.