The invention discloses a novel partial gum small-size label material. The novel partial gum small-size label material comprises a PET release film layer, a first acrylic gum layer formed on any surface of the PET release film layer, a nano-particle layer formed on the surface of the first acrylic gum layer, a second acrylic gum layer formed on the surface of the nano-particle layer, an EVA layer formed on the surface of the second acrylic gum layer and a pressure-sensitive gum layer formed on the surface of the EVA layer. According to the novel partial gum small-size label material, the nano-particle layer is arranged between the first acrylic gum layer and the second acrylic gum layer, the strength of the label material can be effectively improved, the application range of the material is enlarged, and the performance of the material is improved.