List your company
ResearchFormerly WizWand

Object Existence Prediction on ObjExist

55.5AccuracyTrimTokenator-LC
35.2240.48545.7551.015Dec 28, 2025
Updated 8mo ago

Evaluation results

MethodLinks
TrimTokenator-LCBackbone=Yi-VL-6B, Retention Ratio=0.22025.1255.5
DivPruneBackbone=Yi-VL-6B, Retention Ratio=0.22025.1255
VisionZipBackbone=Yi-VL-6B, Retention Ratio=0.22025.1253.5
TrimTokenatorBackbone=Yi-VL-6B, Retention Ratio=0.22025.1253.5
Original ModelBackbone=Yi-VL-6B, Retention Ratio=1.02025.1253
SparseVLMBackbone=Yi-VL-6B, Retention Ratio=0.22025.1252
TrimTokenator-LCBackbone=LLaVA-1.5-13B, Retention Ratio=0.22025.1251.5
CATPBackbone=Yi-VL-6B, Retention Ratio=0.22025.1251.5
VTWBackbone=Yi-VL-6B, Retention Ratio=0.22025.1251
Original ModelBase Model=InternVL-Chat-ViT-6B-Vicuna-13B2025.1250.5
Original ModelBackbone=LLaVA-1.5-7B, Retention Ratio=1.02025.1250.5
FastVBackbone=Yi-VL-6B, Retention Ratio=0.22025.1250.5
TrimTokenator-LCBase Model=InternVL-Chat-ViT-6B-Vicuna-13B2025.1249
DivPruneBase Model=InternVL-Chat-ViT-6B-Vicuna-13B2025.1248.5
TrimTokenatorBase Model=InternVL-Chat-ViT-6B-Vicuna-13B2025.1248
SparseVLMBackbone=LLaVA-1.5-13B, Retention Ratio=0.22025.1248
VisionZipBackbone=LLaVA-1.5-13B, Retention Ratio=0.22025.1247.5
DivPruneBackbone=LLaVA-1.5-13B, Retention Ratio=0.22025.1247.5
TrimTokenator-LCBackbone=LLaVA-1.5-7B, Retention Ratio=0.22025.1247
Original ModelBackbone=LLaVA-1.5-13B, Retention Ratio=1.02025.1247
TrimTokenatorBackbone=LLaVA-1.5-13B, Retention Ratio=0.22025.1247
SparseVLMBase Model=InternVL-Chat-ViT-6B-Vicuna-13B2025.1246.5
VTWBase Model=InternVL-Chat-ViT-6B-Vicuna-13B2025.1246
FastVBackbone=LLaVA-1.5-13B, Retention Ratio=0.22025.1246
FastVBase Model=InternVL-Chat-ViT-6B-Vicuna-13B2025.1245.5
VisionZipBase Model=InternVL-Chat-ViT-6B-Vicuna-13B2025.1245.5
VTWBackbone=LLaVA-1.5-13B, Retention Ratio=0.22025.1245.5
CATPBackbone=LLaVA-1.5-13B, Retention Ratio=0.22025.1245.5
CATPBase Model=InternVL-Chat-ViT-6B-Vicuna-13B2025.1245
SparseVLMBackbone=LLaVA-1.5-7B, Retention Ratio=0.22025.1244.5
TrimTokenatorBackbone=LLaVA-1.5-7B, Retention Ratio=0.22025.1243
VisionZipBackbone=LLaVA-1.5-7B, Retention Ratio=0.22025.1242.5
VTWBackbone=LLaVA-1.5-7B, Retention Ratio=0.22025.1242
FastVBackbone=LLaVA-1.5-7B, Retention Ratio=0.22025.1240.5
CATPBackbone=LLaVA-1.5-7B, Retention Ratio=0.22025.1239
DivPruneBackbone=LLaVA-1.5-7B, Retention Ratio=0.22025.1236