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ResearchFormerly WizWand

Moving Direction Prediction on MoveDir

37AccuracyOriginal Model
16.221.62732.4Dec 28, 2025
Updated 8mo ago

Evaluation results

MethodLinks
Original ModelBackbone=LLaVA-1.5-13B, Retention Ratio=1.02025.1237
TrimTokenator-LCBackbone=LLaVA-1.5-13B, Retention Ratio=0.22025.1235.5
TrimTokenator-LCBase Model=InternVL-Chat-ViT-6B-Vicuna-13B2025.1234.5
DivPruneBase Model=InternVL-Chat-ViT-6B-Vicuna-13B2025.1234
DivPruneBackbone=LLaVA-1.5-13B, Retention Ratio=0.22025.1234
VisionZipBase Model=InternVL-Chat-ViT-6B-Vicuna-13B2025.1233.5
VTWBackbone=LLaVA-1.5-13B, Retention Ratio=0.22025.1233.5
SparseVLMBackbone=LLaVA-1.5-13B, Retention Ratio=0.22025.1233.5
TrimTokenatorBackbone=LLaVA-1.5-13B, Retention Ratio=0.22025.1233.5
FastVBase Model=InternVL-Chat-ViT-6B-Vicuna-13B2025.1233
VTWBase Model=InternVL-Chat-ViT-6B-Vicuna-13B2025.1232.5
CATPBase Model=InternVL-Chat-ViT-6B-Vicuna-13B2025.1232.5
FastVBackbone=LLaVA-1.5-13B, Retention Ratio=0.22025.1232.5
VisionZipBackbone=LLaVA-1.5-13B, Retention Ratio=0.22025.1232.5
SparseVLMBase Model=InternVL-Chat-ViT-6B-Vicuna-13B2025.1232
TrimTokenatorBase Model=InternVL-Chat-ViT-6B-Vicuna-13B2025.1232
Original ModelBackbone=LLaVA-1.5-7B, Retention Ratio=1.02025.1232
CATPBackbone=LLaVA-1.5-13B, Retention Ratio=0.22025.1232
TrimTokenator-LCBackbone=Yi-VL-6B, Retention Ratio=0.22025.1230
DivPruneBackbone=Yi-VL-6B, Retention Ratio=0.22025.1229.5
Original ModelBase Model=InternVL-Chat-ViT-6B-Vicuna-13B2025.1229
SparseVLMBackbone=Yi-VL-6B, Retention Ratio=0.22025.1229
TrimTokenatorBackbone=Yi-VL-6B, Retention Ratio=0.22025.1229
FastVBackbone=Yi-VL-6B, Retention Ratio=0.22025.1228.5
CATPBackbone=Yi-VL-6B, Retention Ratio=0.22025.1228.5
VisionZipBackbone=Yi-VL-6B, Retention Ratio=0.22025.1228
VTWBackbone=Yi-VL-6B, Retention Ratio=0.22025.1227
TrimTokenator-LCBackbone=LLaVA-1.5-7B, Retention Ratio=0.22025.1225.5
VisionZipBackbone=LLaVA-1.5-7B, Retention Ratio=0.22025.1222.5
TrimTokenatorBackbone=LLaVA-1.5-7B, Retention Ratio=0.22025.1222
Original ModelBackbone=Yi-VL-6B, Retention Ratio=1.02025.1221
SparseVLMBackbone=LLaVA-1.5-7B, Retention Ratio=0.22025.1220.5
VTWBackbone=LLaVA-1.5-7B, Retention Ratio=0.22025.1219.5
FastVBackbone=LLaVA-1.5-7B, Retention Ratio=0.22025.1218
DivPruneBackbone=LLaVA-1.5-7B, Retention Ratio=0.22025.1217.5
CATPBackbone=LLaVA-1.5-7B, Retention Ratio=0.22025.1217