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HuggingBench-Classification

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text stringlengths 15 129
task:any-to-any 0
task:audio-classification 1
task:audio-text-to-text 2
task:audio-to-audio 3
task:automatic-speech-recognition 4
task:depth-estimation 5
task:document-question-answering 6
task:feature-extraction 7
task:fill-mask 8
task:graph-ml 9
task:image-classification 10
task:image-feature-extraction 11
task:image-segmentation 12
task:image-text-to-text 13
task:image-to-3d 14
task:image-to-image 15
task:image-to-text 16
task:image-to-video 17
task:keypoint-detection 18
task:mask-generation 19
task:multiple-choice 20
task:object-detection 21
task:question-answering 22
task:reinforcement-learning 23
task:robotics 24
task:sentence-similarity 25
task:summarization 26
task:table-question-answering 27
task:table-to-text 28
task:tabular-classification 29
task:tabular-regression 30
task:tabular-to-text 31
task:text-classification 32
task:text-generation 33
task:text-retrieval 34
task:text-to-3d 35
task:text-to-audio 36
task:text-to-image 37
task:text-to-speech 38
task:text-to-video 39
task:text2text-generation 40
task:time-series-forecasting 41
task:token-classification 42
task:translation 43
task:unconditional-image-generation 44
task:video-classification 45
task:video-text-to-text 46
task:visual-question-answering 47
task:voice-activity-detection 48
task:zero-shot-classification 49
task:zero-shot-image-classification 50
task:zero-shot-object-detection 51
model:meta-llama/Llama-3.3-70B-Instruct [33]
model:Datou1111/shou_xin [37]
model:tencent/HunyuanVideo [39]
model:CohereForAI/c4ai-command-r7b-12-2024 [33]
model:deepseek-ai/DeepSeek-V2.5-1210 [33]
model:Qwen/QwQ-32B-Preview [33]
model:stabilityai/stable-diffusion-3.5-large [37]
model:OpenGVLab/InternVL2_5-78B [13, 7]
model:LGAI-EXAONE/EXAONE-3.5-32B-Instruct [33]
model:Qwen/Qwen2.5-Coder-32B-Instruct [33]
model:Lightricks/LTX-Video [17, 39]
model:LGAI-EXAONE/EXAONE-3.5-2.4B-Instruct [33]
model:LGAI-EXAONE/EXAONE-3.5-7.8B-Instruct [33]
model:NousResearch/Hermes-3-Llama-3.2-3B [33]
model:ChenDY/NitroFusion [37]
model:Nexusflow/Athene-V2-Chat [33]
model:dnotitia/Llama-DNA-1.0-8B-Instruct [33]
model:AI-Safeguard/Ivy-VL-llava [47, 33]
model:google/paligemma2-3b-pt-224 [13]
model:HuggingFaceTB/SmolVLM-Instruct [13]
model:utter-project/EuroLLM-9B-Instruct [33]
model:ali-vilab/In-Context-LoRA [37]
model:openfree/flux-lora-korea-palace [37]
model:Sao10K/L3.3-70B-Euryale-v2.3 [33]
model:strangerzonehf/Flux-Midjourney-Mix2-LoRA [37]
model:ai4bharat/indic-parler-tts [38, 40]
model:ruliad/deepthought-8b-llama-v0.01-alpha [33]
model:OpenGVLab/InternVL2_5-8B [13, 7]
model:tencent/Tencent-Hunyuan-Large [33]
model:AIDC-AI/Marco-o1 [33]
model:OuteAI/OuteTTS-0.2-500M [38]
model:stabilityai/stable-diffusion-3.5-large-turbo [37]
model:genmo/mochi-1-preview [39]
model:seawolf2357/hanbok [37]
model:stabilityai/stable-diffusion-3.5-medium [37]
model:EVA-UNIT-01/EVA-LLaMA-3.33-70B-v0.0 [33]
model:fofr/flux-handwriting [37]
model:seawolf2357/ntower [37]
model:Efficient-Large-Model/Sana_1600M_1024px [37]
model:Djrango/Qwen2vl-Flux [37, 15]
model:Nexusflow/Athene-V2-Agent [33]
model:MaziyarPanahi/calme-3.2-instruct-78b [33]
model:utter-project/EuroLLM-9B [33]
model:huihui-ai/QwQ-32B-Preview-abliterated [33]
model:knowledgator/gliner-multitask-v1.0 [42, 26, 22]
model:zer0int/CLIP-SAE-ViT-L-14 [50]
model:OpenGVLab/InternVL2_5-1B [13, 7]
model:OpenGVLab/InternVL2_5-4B [13, 7]

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HuggingBench-Classification

This dataset contains Task Classification test collection in HuggingBench for paper "Benchmarking Recommendation, Classification, and Tracing Based on Hugging Face Knowledge Graph".

Dataset Details

classification.zip contains training/validation/test set files and task-to-id file for multi-label classification.
huggingface_xxx.pt is graph data file in the format required by CogDL. xxx indicates the type of node feature initialization.