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ResearchFormerly WizWand

Severity classification on ToxCMM

86.84F1 ScoreToxVidLM
83.210484.152785.09586.0373May 31, 2024
Updated 8mo ago

Evaluation results

MethodLinks
ToxVidLMModality=T+V+A, Encoder=RT + VM + WP, Task Setting=Multi-Task (Toxic + Severity + Sentiment)2024.0586.8487.12
ToxVidLMModality=T+V+A, Encoder=GPT2 + VM + WP, Task Setting=Multi-Task (Toxic + Severity + Sentiment)2024.0586.7186.39
ToxVidLMModality=T+V+A, Encoder=RT + VM + WP, Task Setting=Multi-Task (Toxic + Severity)2024.0586.5686.82
ToxVidLMModality=T+V+A, Encoder=GPT2 + VM + WP, Task Setting=Multi-Task (Toxic + Severity)2024.0586.5486.12
ToxVidLMModality=T+V+A, Encoder=RT + VM + WP, Task Setting=Single Task2024.0586.2886.51
ToxVidLMModality=T+A, Encoder=GPT2 + WP, Task Setting=Multi-Task (Toxic + Severity + Sentiment)2024.0585.9785.52
ToxVidLMModality=T+A, Encoder=RT + WP, Task Setting=Multi-Task (Toxic + Severity + Sentiment)2024.0585.9186.01
ToxVidLMModality=T+V, Encoder=GPT2 + VM, Task Setting=Multi-Task (Toxic + Severity + Sentiment)2024.0585.8985.59
ToxVidLMModality=T+A, Encoder=RT + WP, Task Setting=Multi-Task (Toxic + Severity)2024.0585.8786.43
ToxVidLMModality=T+A, Encoder=GPT2 + WP, Task Setting=Multi-Task (Toxic + Severity)2024.0585.7985.28
ToxVidLMModality=T+V, Encoder=RT + VM, Task Setting=Multi-Task (Toxic + Severity + Sentiment)2024.0585.4885.76
ToxVidLMModality=T+V, Encoder=RT + VM, Task Setting=Multi-Task (Toxic + Severity)2024.0584.8885.56
ToxVidLMModality=T+V+A, Encoder=GPT2 + VM + WP, Task Setting=Single Task2024.0584.8684.92
ToxVidLMModality=T+V, Encoder=GPT2 + VM, Task Setting=Multi-Task (Toxic + Severity)2024.0584.6884.19
ToxVidLMModality=T+A, Encoder=GPT2 + WP, Task Setting=Single Task2024.0584.4983.89
ToxVidLMModality=T+A, Encoder=RT + WP, Task Setting=Single Task2024.0584.4685.06
ToxVidLMModality=T+V, Encoder=RT + VM, Task Setting=Single Task2024.0583.3883.87
ToxVidLMModality=T+V, Encoder=GPT2 + VM, Task Setting=Single Task2024.0583.3582.99