Image Memory
64 systems and 19 benchmarks whose primary modality is image.
How they represent memory
How T2 systems change it
Representation × management tier
T1 Static Memory 18 · 28% T2 Dynamic Memory 39 · 61% T3 Self-Evolving Memory 7 · 11% Total
Each system counted once, at its highest tier. Circle area shows the value. Hover to compare with chance; click to list the systems.
What its benchmarks test
- Cross-modal evidenceCE14
- Long-range evidenceLE17
- State changesSC9
- Conflicting memoriesCF4
- Unanswerable queriesUQ6
- Memory-grounded actionMA1
- Fine-grained visual detailFG7
- Entity trackingET8
- Visual state changeVC8
All 64 systems
- AdaMMT2 · 2026
- AgentOCRT2 · 2026
- AnomalyAgentT2 · 2026
- AtlasVAT1 · 2026
- camroll-agentT1 · 2026
- CMAT2 · 2026
- CogniVerseT1 · 2026
- ComfyClawT3 · 2026
- DeepImageSearchT2 · 2026
- Evo-MedAgentT3 · 2026
- FinAcumen (Financial Memory + Financial Tools harness)T1 · 2026
- FinSight (Code Agent with Variable Memory)T2 · 2026
- GEMST2 · 2026
- GenEvolveT1 · 2026
- GeoEvolverT3 · 2026
- GeoForgeT3 · 2026
- HiKEYT1 · 2026
- HyLoVQAT2 · 2026
- L2-VMAST2 · 2026
- M2AT2 · 2026
- MangaFlowT2 · 2026
- MARDocT2 · 2026
- MemOCRT2 · 2026
- MemoPhishAgentT2 · 2026
- MemShotT1 · 2026
- MemSlidesT2 · 2026
- MMAT1 · 2026
- MuSEAgentT1 · 2026
- NeSy-SpatialT3 · 2026
- NS-MemT2 · 2026
- Omni-SimpleMemT2 · 2026
- PathNavigateT2 · 2026
- PersonaVLMT2 · 2026
- PixelRAGT1 · 2026
- PMMCT2 · 2026
- PolarMemT1 · 2026
- PtahT2 · 2026
- REVEALT1 · 2026
- ROVERT2 · 2026
- ScrapMemT2 · 2026
- SkeMexT3 · 2026
- SkillGraphT1 · 2026
- SymbOmniT3 · 2026
- Train the Agent Not the ExpertT2 · 2026
- TRAMT2 · 2026
- V-MemT2 · 2026
- VIGAT2 · 2026
- VimRAGT2 · 2026
- VisMemT2 · 2026
- VISORT2 · 2026
- VISTAT2 · 2026
- VisualMemT2 · 2026
- AUGUSTUST2 · 2025
- MemEICT2 · 2025
- MemVerseT2 · 2025
- MMed-RAGT1 · 2025
- PensieveT1 · 2025
- PersodeT2 · 2025
- TAMET2 · 2025
- ViLoMemT2 · 2025
- FinAgentT2 · 2024
- VisRAGT1 · 2024
- REVEAL (Retrieval-Augmented Visual-Language Pre-Training)T1 · 2023
- Visual Memory QAT1 · 2017