The invention discloses an anti-reflection film, an optoelectronic device, and a manufacturing method for the optoelectronic device. According to the invention, the surface of an III-V battery or a film battery is provided with a big-cycle micro-nano structure, thereby achieving a purpose that incident light enter into a medium material in a dielectric micro-nano structure in a higher-order diffraction, further meeting a condition that a higher-order diffraction is greater than a critical angle, enabling higher-order diffraction light to further enter into a semiconductor layer material in a guided mode coupling manner till the light is completely absorbed, reducing the zero level diffraction component of the light, avoiding the reflection caused by multiple scattering, reducing the impact on the surface reflection of the whole structure from the high interface reflection between a dielectric micro-nano structure/semiconductor layer, and laying a surface foundation for the III-V battery and other film battery to absorb wide-spectrum high-efficiency sunlight. Moreover, the structure can achieve the passivation of the surface of a solar cell, and is compatible with the corresponding battery technology. Accordingly, the anti-reflection film is truly used for the III-V battery and the film solar cell, also can be used for a detector, and effectively improves the efficiency.